Dataset info
| Number of variables | 123 |
|---|---|
| Number of observations | 2000 |
| Missing cells | 59871 (24.3%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 3.5 MiB |
| Average record size in memory | 1.8 KiB |
Variables types
| NUM | 69 |
|---|---|
| BOOL | 38 |
| CAT | 16 |
Reproduction info
| Date of analysis | 2020-02-20 14:34:28.504205 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
AMT_REQ_CREDIT_BUREAU_DAY has 298 (14.9%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_HOUR has 298 (14.9%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_MON has 298 (14.9%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_MON has 1436 (71.8%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_QRT has 298 (14.9%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_QRT has 1391 (69.5%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_WEEK has 298 (14.9%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_YEAR has 298 (14.9%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_YEAR has 465 (23.2%) zeros | Zeros |
APARTMENTS_AVG has 1018 (50.9%) missing values | Missing |
APARTMENTS_MEDI has 1018 (50.9%) missing values | Missing |
APARTMENTS_MODE has 1018 (50.9%) missing values | Missing |
BASEMENTAREA_AVG has 1172 (58.6%) missing values | Missing |
BASEMENTAREA_AVG has 98 (4.9%) zeros | Zeros |
BASEMENTAREA_MEDI has 1172 (58.6%) missing values | Missing |
BASEMENTAREA_MEDI has 99 (5.0%) zeros | Zeros |
BASEMENTAREA_MODE has 1172 (58.6%) missing values | Missing |
BASEMENTAREA_MODE has 110 (5.5%) zeros | Zeros |
CNT_CHILDREN has 1412 (70.6%) zeros | Zeros |
COMMONAREA_AVG has 1389 (69.5%) missing values | Missing |
COMMONAREA_AVG has 56 (2.8%) zeros | Zeros |
COMMONAREA_MEDI has 1389 (69.5%) missing values | Missing |
COMMONAREA_MEDI has 57 (2.9%) zeros | Zeros |
COMMONAREA_MODE has 1389 (69.5%) missing values | Missing |
COMMONAREA_MODE has 66 (3.3%) zeros | Zeros |
DAYS_LAST_PHONE_CHANGE has 243 (12.2%) zeros | Zeros |
DEF_30_CNT_SOCIAL_CIRCLE has 1785 (89.2%) zeros | Zeros |
DEF_60_CNT_SOCIAL_CIRCLE has 1837 (91.8%) zeros | Zeros |
ELEVATORS_AVG has 1069 (53.4%) missing values | Missing |
ELEVATORS_AVG has 541 (27.1%) zeros | Zeros |
ELEVATORS_MEDI has 1069 (53.4%) missing values | Missing |
ELEVATORS_MEDI has 554 (27.7%) zeros | Zeros |
ELEVATORS_MODE has 1069 (53.4%) missing values | Missing |
ELEVATORS_MODE has 568 (28.4%) zeros | Zeros |
EMERGENCYSTATE_MODE has 960 (48.0%) missing values | Missing |
ENTRANCES_AVG has 1017 (50.8%) missing values | Missing |
ENTRANCES_MEDI has 1017 (50.8%) missing values | Missing |
ENTRANCES_MODE has 1017 (50.8%) missing values | Missing |
EXT_SOURCE_1 has 1104 (55.2%) missing values | Missing |
EXT_SOURCE_3 has 426 (21.3%) missing values | Missing |
FLAG_DOCUMENT_10 has constant value "0" | Rejected |
FLAG_DOCUMENT_12 has constant value "0" | Rejected |
FLAG_DOCUMENT_17 has constant value "0" | Rejected |
FLAG_DOCUMENT_20 has constant value "0" | Rejected |
FLAG_DOCUMENT_21 has constant value "0" | Rejected |
FLAG_DOCUMENT_7 has constant value "0" | Rejected |
FLAG_MOBIL has constant value "1" | Rejected |
FLOORSMAX_AVG has 1004 (50.2%) missing values | Missing |
FLOORSMAX_MEDI has 1004 (50.2%) missing values | Missing |
FLOORSMAX_MODE has 1004 (50.2%) missing values | Missing |
FLOORSMIN_AVG has 1358 (67.9%) missing values | Missing |
FLOORSMIN_MEDI has 1358 (67.9%) missing values | Missing |
FLOORSMIN_MODE has 1358 (67.9%) missing values | Missing |
FONDKAPREMONT_MODE has 1380 (69.0%) missing values | Missing |
HOUSETYPE_MODE has 1007 (50.4%) missing values | Missing |
LANDAREA_AVG has 1188 (59.4%) missing values | Missing |
LANDAREA_AVG has 99 (5.0%) zeros | Zeros |
LANDAREA_MEDI has 1188 (59.4%) missing values | Missing |
LANDAREA_MEDI has 104 (5.2%) zeros | Zeros |
LANDAREA_MODE has 1188 (59.4%) missing values | Missing |
LANDAREA_MODE has 118 (5.9%) zeros | Zeros |
LIVINGAPARTMENTS_AVG has 1370 (68.5%) missing values | Missing |
LIVINGAPARTMENTS_MEDI has 1370 (68.5%) missing values | Missing |
LIVINGAPARTMENTS_MODE has 1370 (68.5%) missing values | Missing |
LIVINGAREA_AVG has 1012 (50.6%) missing values | Missing |
LIVINGAREA_MEDI has 1012 (50.6%) missing values | Missing |
LIVINGAREA_MODE has 1012 (50.6%) missing values | Missing |
NONLIVINGAPARTMENTS_AVG has 1387 (69.3%) missing values | Missing |
NONLIVINGAPARTMENTS_AVG has 356 (17.8%) zeros | Zeros |
NONLIVINGAPARTMENTS_MEDI has 1387 (69.3%) missing values | Missing |
NONLIVINGAPARTMENTS_MEDI has 365 (18.2%) zeros | Zeros |
NONLIVINGAPARTMENTS_MODE has 1387 (69.3%) missing values | Missing |
NONLIVINGAPARTMENTS_MODE has 387 (19.4%) zeros | Zeros |
NONLIVINGAREA_AVG has 1101 (55.0%) missing values | Missing |
NONLIVINGAREA_AVG has 369 (18.4%) zeros | Zeros |
NONLIVINGAREA_MEDI has 1101 (55.0%) missing values | Missing |
NONLIVINGAREA_MEDI has 381 (19.1%) zeros | Zeros |
NONLIVINGAREA_MODE has 1101 (55.0%) missing values | Missing |
NONLIVINGAREA_MODE has 421 (21.1%) zeros | Zeros |
OBS_30_CNT_SOCIAL_CIRCLE has 1059 (52.9%) zeros | Zeros |
OBS_60_CNT_SOCIAL_CIRCLE has 1065 (53.2%) zeros | Zeros |
OCCUPATION_TYPE has 635 (31.8%) missing values | Missing |
ORGANIZATION_TYPE has a high cardinality: 53 distinct values | Warning |
OWN_CAR_AGE has 1324 (66.2%) missing values | Missing |
TOTALAREA_MODE has 972 (48.6%) missing values | Missing |
WALLSMATERIAL_MODE has 1024 (51.2%) missing values | Missing |
YEARS_BEGINEXPLUATATION_AVG has 985 (49.3%) missing values | Missing |
YEARS_BEGINEXPLUATATION_MEDI has 985 (49.3%) missing values | Missing |
YEARS_BEGINEXPLUATATION_MODE has 985 (49.3%) missing values | Missing |
YEARS_BUILD_AVG has 1333 (66.6%) missing values | Missing |
YEARS_BUILD_MEDI has 1333 (66.6%) missing values | Missing |
YEARS_BUILD_MODE has 1333 (66.6%) missing values | Missing |
AMT_GOODS_PRICE is highly correlated with AMT_CREDIT | High Correlation |
AMT_CREDIT is highly correlated with AMT_GOODS_PRICE | High Correlation |
APARTMENTS_MEDI is highly correlated with APARTMENTS_AVG and 6 other fields | High Correlation |
APARTMENTS_AVG is highly correlated with APARTMENTS_MEDI and 6 other fields | High Correlation |
APARTMENTS_MODE is highly correlated with APARTMENTS_AVG and 5 other fields | High Correlation |
BASEMENTAREA_MEDI is highly correlated with BASEMENTAREA_AVG and 1 other fields | High Correlation |
BASEMENTAREA_AVG is highly correlated with BASEMENTAREA_MEDI and 1 other fields | High Correlation |
BASEMENTAREA_MODE is highly correlated with BASEMENTAREA_AVG and 1 other fields | High Correlation |
COMMONAREA_MEDI is highly correlated with COMMONAREA_AVG and 1 other fields | High Correlation |
COMMONAREA_AVG is highly correlated with COMMONAREA_MEDI and 1 other fields | High Correlation |
COMMONAREA_MODE is highly correlated with COMMONAREA_AVG and 1 other fields | High Correlation |
ELEVATORS_MEDI is highly correlated with ELEVATORS_AVG and 1 other fields | High Correlation |
ELEVATORS_AVG is highly correlated with ELEVATORS_MEDI and 1 other fields | High Correlation |
ELEVATORS_MODE is highly correlated with ELEVATORS_AVG and 1 other fields | High Correlation |
ENTRANCES_MEDI is highly correlated with ENTRANCES_AVG and 1 other fields | High Correlation |
ENTRANCES_AVG is highly correlated with ENTRANCES_MEDI and 1 other fields | High Correlation |
ENTRANCES_MODE is highly correlated with ENTRANCES_AVG and 1 other fields | High Correlation |
FLAG_EMP_PHONE is highly correlated with DAYS_EMPLOYED | High Correlation |
DAYS_EMPLOYED is highly correlated with FLAG_EMP_PHONE | High Correlation |
FLOORSMAX_MEDI is highly correlated with FLOORSMAX_AVG and 1 other fields | High Correlation |
FLOORSMAX_AVG is highly correlated with FLOORSMAX_MEDI and 1 other fields | High Correlation |
FLOORSMAX_MODE is highly correlated with FLOORSMAX_AVG and 1 other fields | High Correlation |
FLOORSMIN_MEDI is highly correlated with FLOORSMIN_AVG and 1 other fields | High Correlation |
FLOORSMIN_AVG is highly correlated with FLOORSMIN_MEDI and 1 other fields | High Correlation |
FLOORSMIN_MODE is highly correlated with FLOORSMIN_AVG and 1 other fields | High Correlation |
LANDAREA_MEDI is highly correlated with LANDAREA_AVG and 1 other fields | High Correlation |
LANDAREA_AVG is highly correlated with LANDAREA_MEDI and 1 other fields | High Correlation |
LANDAREA_MODE is highly correlated with LANDAREA_AVG and 1 other fields | High Correlation |
LIVINGAPARTMENTS_AVG is highly correlated with APARTMENTS_AVG and 6 other fields | High Correlation |
LIVINGAPARTMENTS_MEDI is highly correlated with APARTMENTS_AVG and 6 other fields | High Correlation |
LIVINGAPARTMENTS_MODE is highly correlated with APARTMENTS_AVG and 6 other fields | High Correlation |
LIVINGAREA_AVG is highly correlated with APARTMENTS_AVG and 7 other fields | High Correlation |
LIVINGAREA_MEDI is highly correlated with APARTMENTS_AVG and 7 other fields | High Correlation |
LIVINGAREA_MODE is highly correlated with APARTMENTS_MODE and 3 other fields | High Correlation |
NONLIVINGAPARTMENTS_MEDI is highly correlated with NONLIVINGAPARTMENTS_AVG and 1 other fields | High Correlation |
NONLIVINGAPARTMENTS_AVG is highly correlated with NONLIVINGAPARTMENTS_MEDI and 1 other fields | High Correlation |
NONLIVINGAPARTMENTS_MODE is highly correlated with NONLIVINGAPARTMENTS_AVG and 1 other fields | High Correlation |
NONLIVINGAREA_MEDI is highly correlated with NONLIVINGAREA_AVG and 1 other fields | High Correlation |
NONLIVINGAREA_AVG is highly correlated with NONLIVINGAREA_MEDI and 1 other fields | High Correlation |
NONLIVINGAREA_MODE is highly correlated with NONLIVINGAREA_AVG and 1 other fields | High Correlation |
OBS_60_CNT_SOCIAL_CIRCLE is highly correlated with OBS_30_CNT_SOCIAL_CIRCLE | High Correlation |
OBS_30_CNT_SOCIAL_CIRCLE is highly correlated with OBS_60_CNT_SOCIAL_CIRCLE | High Correlation |
REGION_RATING_CLIENT_W_CITY is highly correlated with REGION_RATING_CLIENT | High Correlation |
REGION_RATING_CLIENT is highly correlated with REGION_RATING_CLIENT_W_CITY | High Correlation |
TOTALAREA_MODE is highly correlated with LIVINGAREA_AVG and 2 other fields | High Correlation |
Unnamed_0 is highly correlated with SK_ID_CURR | High Correlation |
SK_ID_CURR is highly correlated with Unnamed_0 | High Correlation |
YEARS_BEGINEXPLUATATION_MEDI is highly correlated with YEARS_BEGINEXPLUATATION_AVG and 4 other fields | High Correlation |
YEARS_BEGINEXPLUATATION_AVG is highly correlated with YEARS_BEGINEXPLUATATION_MEDI and 4 other fields | High Correlation |
YEARS_BEGINEXPLUATATION_MODE is highly correlated with YEARS_BEGINEXPLUATATION_AVG and 4 other fields | High Correlation |
YEARS_BUILD_AVG is highly correlated with YEARS_BEGINEXPLUATATION_AVG and 4 other fields | High Correlation |
YEARS_BUILD_MEDI is highly correlated with YEARS_BEGINEXPLUATATION_AVG and 4 other fields | High Correlation |
YEARS_BUILD_MODE is highly correlated with YEARS_BEGINEXPLUATATION_AVG and 4 other fields | High Correlation |
AMT_ANNUITY
Real number (ℝ≥0)
| Distinct count | 1354 |
|---|---|
| Unique (%) | 67.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26806.995 |
|---|---|
| Minimum | 3334.5 |
| Maximum | 216589.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 3334.5 |
|---|---|
| 5-th percentile | 9000 |
| Q1 | 16573.5 |
| median | 24689.25 |
| Q3 | 34111.125 |
| 95-th percentile | 52075.8 |
| Maximum | 216589.5 |
| Range | 213255 |
| Interquartile range (IQR) | 17537.625 |
Descriptive statistics
| Standard deviation | 14221.02763 |
|---|---|
| Coefficient of variation (CV) | 0.5304968957 |
| Kurtosis | 16.73122981 |
| Mean | 26806.995 |
| Median Absolute Deviation (MAD) | 10688.94671 |
| Skewness | 2.041202353 |
| Sum | 53613990 |
| Variance | 202237626.9 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3334.5 6705. 6777. 8982. 9002.25 ... 37802.25 46118.25 58362.75 79296.75 216589.5 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 9000 | 36 | 1.8% | |
| 13500 | 36 | 1.8% | |
| 6750 | 22 | 1.1% | |
| 36459 | 11 | 0.5% | |
| 12375 | 11 | 0.5% | |
| 20250 | 11 | 0.5% | |
| 21906 | 10 | 0.5% | |
| 26640 | 10 | 0.5% | |
| 37800 | 9 | 0.4% | |
| 26446.5 | 8 | 0.4% | |
| Other values (1344) | 1836 | 91.8% |
| Value | Count | Frequency (%) | |
| 3334.5 | 1 | 0.1% | |
| 3834 | 1 | 0.1% | |
| 4027.5 | 1 | 0.1% | |
| 4239 | 1 | 0.1% | |
| 4257 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 216589.5 | 1 | 0.1% | |
| 106816.5 | 1 | 0.1% | |
| 104107.5 | 1 | 0.1% | |
| 90769.5 | 1 | 0.1% | |
| 79375.5 | 1 | 0.1% |
| Distinct count | 732 |
|---|---|
| Unique (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 589511.331 |
|---|---|
| Minimum | 45000.0 |
| Maximum | 2517300.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 45000 |
|---|---|
| 5-th percentile | 135000 |
| Q1 | 271901.25 |
| median | 503007.75 |
| Q3 | 808650 |
| 95-th percentile | 1339884 |
| Maximum | 2517300 |
| Range | 2472300 |
| Interquartile range (IQR) | 536748.75 |
Descriptive statistics
| Standard deviation | 392884.934 |
|---|---|
| Coefficient of variation (CV) | 0.6664586638 |
| Kurtosis | 1.431082327 |
| Mean | 589511.331 |
| Median Absolute Deviation (MAD) | 310344.3441 |
| Skewness | 1.15586515 |
| Sum | 1179022662 |
| Variance | 1.543585713e+11 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 45000. 89309.25 134887.5 137056.5 156361.5 ... 1352250. 1540786.5 1557535.5 2021391. 2517300. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 450000 | 71 | 3.5% | |
| 675000 | 62 | 3.1% | |
| 225000 | 49 | 2.5% | |
| 270000 | 48 | 2.4% | |
| 900000 | 43 | 2.1% | |
| 180000 | 41 | 2.1% | |
| 135000 | 32 | 1.6% | |
| 545040 | 29 | 1.5% | |
| 284400 | 26 | 1.3% | |
| 454500 | 24 | 1.2% | |
| Other values (722) | 1575 | 78.8% |
| Value | Count | Frequency (%) | |
| 45000 | 1 | 0.1% | |
| 47970 | 1 | 0.1% | |
| 49752 | 2 | 0.1% | |
| 50940 | 4 | 0.2% | |
| 52128 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 2517300 | 2 | 0.1% | |
| 2339100 | 1 | 0.1% | |
| 2272500 | 1 | 0.1% | |
| 2205000 | 1 | 0.1% | |
| 2156400 | 1 | 0.1% |
| Distinct count | 243 |
|---|---|
| Unique (%) | 12.2% |
| Missing | 3 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 531666.6512268402 |
|---|---|
| Minimum | 45000.0 |
| Maximum | 2272500.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 45000 |
|---|---|
| 5-th percentile | 135000 |
| Q1 | 238500 |
| median | 450000 |
| Q3 | 679500 |
| 95-th percentile | 1269900 |
| Maximum | 2272500 |
| Range | 2227500 |
| Interquartile range (IQR) | 441000 |
Descriptive statistics
| Standard deviation | 361386.5021 |
|---|---|
| Coefficient of variation (CV) | 0.6797238481 |
| Kurtosis | 1.777584002 |
| Mean | 531666.6512 |
| Median Absolute Deviation (MAD) | 284160.5556 |
| Skewness | 1.249362603 |
| Sum | 1061738302 |
| Variance | 1.306002039e+11 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 450000 | 169 | 8.5% | |
| 225000 | 153 | 7.6% | |
| 675000 | 153 | 7.6% | |
| 900000 | 94 | 4.7% | |
| 270000 | 83 | 4.2% | |
| 135000 | 71 | 3.5% | |
| 454500 | 69 | 3.5% | |
| 180000 | 55 | 2.8% | |
| 1125000 | 52 | 2.6% | |
| 247500 | 49 | 2.5% | |
| Other values (232) | 1049 | 52.4% |
| Value | Count | Frequency (%) | |
| 45000 | 11 | 0.5% | |
| 54000 | 2 | 0.1% | |
| 58500 | 2 | 0.1% | |
| 63000 | 1 | 0.1% | |
| 67500 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 2272500 | 1 | 0.1% | |
| 2250000 | 3 | 0.1% | |
| 2205000 | 1 | 0.1% | |
| 1813500 | 1 | 0.1% | |
| 1800000 | 13 | 0.7% |
AMT_INCOME_TOTAL
Real number (ℝ≥0)
| Distinct count | 129 |
|---|---|
| Unique (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166918.815 |
|---|---|
| Minimum | 27000.0 |
| Maximum | 1260000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 27000 |
|---|---|
| 5-th percentile | 67500 |
| Q1 | 112500 |
| median | 144000 |
| Q3 | 202500 |
| 95-th percentile | 333225 |
| Maximum | 1260000 |
| Range | 1233000 |
| Interquartile range (IQR) | 90000 |
Descriptive statistics
| Standard deviation | 93571.37673 |
|---|---|
| Coefficient of variation (CV) | 0.5605801643 |
| Kurtosis | 16.54213227 |
| Mean | 166918.815 |
| Median Absolute Deviation (MAD) | 65206.98976 |
| Skewness | 2.759060273 |
| Sum | 333837630 |
| Variance | 8755602544 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 27000. 42750. 67261.5 68625. 75375. ... 361125. 445500. 461250. 607500. 1260000. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 135000 | 240 | 12.0% | |
| 112500 | 218 | 10.9% | |
| 157500 | 161 | 8.1% | |
| 180000 | 158 | 7.9% | |
| 90000 | 149 | 7.4% | |
| 225000 | 137 | 6.9% | |
| 202500 | 105 | 5.2% | |
| 67500 | 77 | 3.9% | |
| 270000 | 70 | 3.5% | |
| 81000 | 41 | 2.1% | |
| Other values (119) | 644 | 32.2% |
| Value | Count | Frequency (%) | |
| 27000 | 1 | 0.1% | |
| 33750 | 1 | 0.1% | |
| 36000 | 5 | 0.2% | |
| 40500 | 2 | 0.1% | |
| 45000 | 10 | 0.5% |
| Value | Count | Frequency (%) | |
| 1260000 | 1 | 0.1% | |
| 900000 | 1 | 0.1% | |
| 855000 | 1 | 0.1% | |
| 810000 | 1 | 0.1% | |
| 675000 | 3 | 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 298 |
| Missing (%) | 14.9% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| (Missing) | 298 |
| Value | Count | Frequency (%) | |
| 0 | 1695 | 84.8% | |
| 1 | 7 | 0.4% | |
| (Missing) | 298 | 14.9% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 298 |
| Missing (%) | 14.9% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 14 |
| (Missing) | 298 |
| Value | Count | Frequency (%) | |
| 0 | 1688 | 84.4% | |
| 1 | 14 | 0.7% | |
| (Missing) | 298 | 14.9% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 298 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26145710928319627 |
|---|---|
| Minimum | 0.0 |
| Maximum | 14.0 |
| Zeros | 1436 |
| Zeros (%) | 71.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9022317311 |
|---|---|
| Coefficient of variation (CV) | 3.450782936 |
| Kurtosis | 75.77917669 |
| Mean | 0.2614571093 |
| Median Absolute Deviation (MAD) | 0.4411896697 |
| Skewness | 7.246703514 |
| Sum | 445 |
| Variance | 0.8140220966 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1436 | 71.8% | |
| 1 | 196 | 9.8% | |
| 2 | 35 | 1.8% | |
| 3 | 13 | 0.7% | |
| 4 | 6 | 0.3% | |
| 5 | 5 | 0.2% | |
| 8 | 4 | 0.2% | |
| 6 | 3 | 0.1% | |
| 7 | 2 | 0.1% | |
| 14 | 1 | 0.1% | |
| (Missing) | 298 | 14.9% |
| Value | Count | Frequency (%) | |
| 0 | 1436 | 71.8% | |
| 1 | 196 | 9.8% | |
| 2 | 35 | 1.8% | |
| 3 | 13 | 0.7% | |
| 4 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.1% | |
| 13 | 1 | 0.1% | |
| 8 | 4 | 0.2% | |
| 7 | 2 | 0.1% | |
| 6 | 3 | 0.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 298 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25851938895417154 |
|---|---|
| Minimum | 0.0 |
| Maximum | 4.0 |
| Zeros | 1391 |
| Zeros (%) | 69.5% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6125531178 |
|---|---|
| Coefficient of variation (CV) | 2.369466833 |
| Kurtosis | 7.919432648 |
| Mean | 0.258519389 |
| Median Absolute Deviation (MAD) | 0.4225622445 |
| Skewness | 2.687793143 |
| Sum | 440 |
| Variance | 0.3752213221 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1391 | 69.5% | |
| 1 | 203 | 10.2% | |
| 2 | 93 | 4.7% | |
| 3 | 9 | 0.4% | |
| 4 | 6 | 0.3% | |
| (Missing) | 298 | 14.9% |
| Value | Count | Frequency (%) | |
| 0 | 1391 | 69.5% | |
| 1 | 203 | 10.2% | |
| 2 | 93 | 4.7% | |
| 3 | 9 | 0.4% | |
| 4 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 4 | 6 | 0.3% | |
| 3 | 9 | 0.4% | |
| 2 | 93 | 4.7% | |
| 1 | 203 | 10.2% | |
| 0 | 1391 | 69.5% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 298 |
| Missing (%) | 14.9% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 52 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1649 | 82.5% | |
| 1 | 52 | 2.6% | |
| 2 | 1 | 0.1% | |
| (Missing) | 298 | 14.9% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 298 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8531139835487662 |
|---|---|
| Minimum | 0.0 |
| Maximum | 12.0 |
| Zeros | 465 |
| Zeros (%) | 23.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.834299648 |
|---|---|
| Coefficient of variation (CV) | 0.9898471787 |
| Kurtosis | 1.999901063 |
| Mean | 1.853113984 |
| Median Absolute Deviation (MAD) | 1.416572195 |
| Skewness | 1.29635412 |
| Sum | 3154 |
| Variance | 3.3646552 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 465 | 23.2% | |
| 1 | 403 | 20.2% | |
| 2 | 348 | 17.4% | |
| 3 | 200 | 10.0% | |
| 4 | 131 | 6.6% | |
| 5 | 82 | 4.1% | |
| 6 | 28 | 1.4% | |
| 7 | 23 | 1.1% | |
| 9 | 12 | 0.6% | |
| 8 | 9 | 0.4% | |
| (Missing) | 298 | 14.9% |
| Value | Count | Frequency (%) | |
| 0 | 465 | 23.2% | |
| 1 | 403 | 20.2% | |
| 2 | 348 | 17.4% | |
| 3 | 200 | 10.0% | |
| 4 | 131 | 6.6% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.1% | |
| 9 | 12 | 0.6% | |
| 8 | 9 | 0.4% | |
| 7 | 23 | 1.1% | |
| 6 | 28 | 1.4% |
| Distinct count | 349 |
|---|---|
| Unique (%) | 17.4% |
| Missing | 1018 |
| Missing (%) | 50.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12349572301425663 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.8402 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0124 |
| Q1 | 0.0577 |
| median | 0.0928 |
| Q3 | 0.14925 |
| 95-th percentile | 0.35229 |
| Maximum | 0.8402 |
| Range | 0.8402 |
| Interquartile range (IQR) | 0.09155 |
Descriptive statistics
| Standard deviation | 0.1139098147 |
|---|---|
| Coefficient of variation (CV) | 0.9223786207 |
| Kurtosis | 8.032122224 |
| Mean | 0.123495723 |
| Median Absolute Deviation (MAD) | 0.07801154176 |
| Skewness | 2.388372822 |
| Sum | 121.2728 |
| Variance | 0.01297544587 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0825 | 36 | 1.8% | |
| 0.0619 | 35 | 1.8% | |
| 0.0722 | 28 | 1.4% | |
| 0.0165 | 25 | 1.2% | |
| 0.0928 | 25 | 1.2% | |
| 0.1031 | 20 | 1.0% | |
| 0.0124 | 19 | 0.9% | |
| 0.1485 | 17 | 0.9% | |
| 0.0082 | 16 | 0.8% | |
| 0.0742 | 14 | 0.7% | |
| Other values (338) | 747 | 37.4% | |
| (Missing) | 1018 | 50.9% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.2% | |
| 0.0021 | 7 | 0.4% | |
| 0.0031 | 1 | 0.1% | |
| 0.0041 | 4 | 0.2% | |
| 0.0052 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 0.8402 | 1 | 0.1% | |
| 0.768 | 1 | 0.1% | |
| 0.7608 | 1 | 0.1% | |
| 0.7278 | 1 | 0.1% | |
| 0.7119 | 1 | 0.1% |
| Distinct count | 320 |
|---|---|
| Unique (%) | 16.0% |
| Missing | 1018 |
| Missing (%) | 50.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12400448065173117 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.8483 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0125 |
| Q1 | 0.0573 |
| median | 0.0926 |
| Q3 | 0.1499 |
| 95-th percentile | 0.355685 |
| Maximum | 0.8483 |
| Range | 0.8483 |
| Interquartile range (IQR) | 0.0926 |
Descriptive statistics
| Standard deviation | 0.1154874124 |
|---|---|
| Coefficient of variation (CV) | 0.9313164477 |
| Kurtosis | 8.114193055 |
| Mean | 0.1240044807 |
| Median Absolute Deviation (MAD) | 0.07876983711 |
| Skewness | 2.414932444 |
| Sum | 121.7724 |
| Variance | 0.01333734243 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0833 | 37 | 1.8% | |
| 0.0625 | 36 | 1.8% | |
| 0.0937 | 28 | 1.4% | |
| 0.0729 | 28 | 1.4% | |
| 0.0167 | 24 | 1.2% | |
| 0.1041 | 21 | 1.1% | |
| 0.0125 | 19 | 0.9% | |
| 0.1499 | 16 | 0.8% | |
| 0.0083 | 16 | 0.8% | |
| 0.0749 | 14 | 0.7% | |
| Other values (309) | 743 | 37.1% | |
| (Missing) | 1018 | 50.9% |
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.2% | |
| 0.0021 | 7 | 0.4% | |
| 0.0031 | 1 | 0.1% | |
| 0.0042 | 4 | 0.2% | |
| 0.0052 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 0.8483 | 1 | 0.1% | |
| 0.7755 | 1 | 0.1% | |
| 0.7682 | 1 | 0.1% | |
| 0.7349 | 1 | 0.1% | |
| 0.7188 | 1 | 0.1% |
| Distinct count | 275 |
|---|---|
| Unique (%) | 13.8% |
| Missing | 1018 |
| Missing (%) | 50.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1194295315682281 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.8561 |
| Zeros | 7 |
| Zeros (%) | 0.4% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.008505 |
| Q1 | 0.05175 |
| median | 0.084 |
| Q3 | 0.1502 |
| 95-th percentile | 0.3372 |
| Maximum | 0.8561 |
| Range | 0.8561 |
| Interquartile range (IQR) | 0.09845 |
Descriptive statistics
| Standard deviation | 0.1135405967 |
|---|---|
| Coefficient of variation (CV) | 0.9506911331 |
| Kurtosis | 8.610698678 |
| Mean | 0.1194295316 |
| Median Absolute Deviation (MAD) | 0.07738480884 |
| Skewness | 2.466526881 |
| Sum | 117.2798 |
| Variance | 0.0128914671 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.063 | 42 | 2.1% | |
| 0.084 | 40 | 2.0% | |
| 0.0735 | 29 | 1.5% | |
| 0.0945 | 25 | 1.2% | |
| 0.0168 | 24 | 1.2% | |
| 0.105 | 20 | 1.0% | |
| 0.0084 | 19 | 0.9% | |
| 0.0756 | 19 | 0.9% | |
| 0.0126 | 18 | 0.9% | |
| 0.1513 | 16 | 0.8% | |
| Other values (264) | 730 | 36.5% | |
| (Missing) | 1018 | 50.9% |
| Value | Count | Frequency (%) | |
| 0 | 7 | 0.4% | |
| 0.0021 | 9 | 0.4% | |
| 0.0032 | 1 | 0.1% | |
| 0.0042 | 5 | 0.2% | |
| 0.0053 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 0.8561 | 1 | 0.1% | |
| 0.7826 | 1 | 0.1% | |
| 0.7752 | 1 | 0.1% | |
| 0.7416 | 1 | 0.1% | |
| 0.7153 | 1 | 0.1% |
| Distinct count | 590 |
|---|---|
| Unique (%) | 29.5% |
| Missing | 1172 |
| Missing (%) | 58.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08986642512077295 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.9098 |
| Zeros | 98 |
| Zeros (%) | 4.9% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.044675 |
| median | 0.0758 |
| Q3 | 0.111625 |
| 95-th percentile | 0.22513 |
| Maximum | 0.9098 |
| Range | 0.9098 |
| Interquartile range (IQR) | 0.06695 |
Descriptive statistics
| Standard deviation | 0.08317104639 |
|---|---|
| Coefficient of variation (CV) | 0.9254963273 |
| Kurtosis | 19.76172208 |
| Mean | 0.08986642512 |
| Median Absolute Deviation (MAD) | 0.05391113445 |
| Skewness | 3.195776191 |
| Sum | 74.4094 |
| Variance | 0.006917422958 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 98 | 4.9% | |
| 0.0545 | 5 | 0.2% | |
| 0.1007 | 4 | 0.2% | |
| 0.0473 | 4 | 0.2% | |
| 0.0309 | 4 | 0.2% | |
| 0.072 | 4 | 0.2% | |
| 0.1066 | 3 | 0.1% | |
| 0.0164 | 3 | 0.1% | |
| 0.0546 | 3 | 0.1% | |
| 0.0818 | 3 | 0.1% | |
| Other values (579) | 697 | 34.8% | |
| (Missing) | 1172 | 58.6% |
| Value | Count | Frequency (%) | |
| 0 | 98 | 4.9% | |
| 0.0007 | 1 | 0.1% | |
| 0.0037 | 1 | 0.1% | |
| 0.0044 | 1 | 0.1% | |
| 0.0056 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9098 | 1 | 0.1% | |
| 0.7225 | 1 | 0.1% | |
| 0.6082 | 1 | 0.1% | |
| 0.5727 | 1 | 0.1% | |
| 0.4802 | 1 | 0.1% |
| Distinct count | 588 |
|---|---|
| Unique (%) | 29.4% |
| Missing | 1172 |
| Missing (%) | 58.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08934565217391305 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.9098 |
| Zeros | 99 |
| Zeros (%) | 5.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.04425 |
| median | 0.0758 |
| Q3 | 0.1116 |
| 95-th percentile | 0.22513 |
| Maximum | 0.9098 |
| Range | 0.9098 |
| Interquartile range (IQR) | 0.06735 |
Descriptive statistics
| Standard deviation | 0.08319669351 |
|---|---|
| Coefficient of variation (CV) | 0.9311778636 |
| Kurtosis | 19.81458324 |
| Mean | 0.08934565217 |
| Median Absolute Deviation (MAD) | 0.05383518168 |
| Skewness | 3.206085045 |
| Sum | 73.9782 |
| Variance | 0.006921689812 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 99 | 5.0% | |
| 0.0545 | 6 | 0.3% | |
| 0.0473 | 4 | 0.2% | |
| 0.1091 | 4 | 0.2% | |
| 0.072 | 4 | 0.2% | |
| 0.1116 | 4 | 0.2% | |
| 0.0625 | 3 | 0.1% | |
| 0.0855 | 3 | 0.1% | |
| 0.0818 | 3 | 0.1% | |
| 0.0447 | 3 | 0.1% | |
| Other values (577) | 695 | 34.8% | |
| (Missing) | 1172 | 58.6% |
| Value | Count | Frequency (%) | |
| 0 | 99 | 5.0% | |
| 0.0007 | 1 | 0.1% | |
| 0.0015 | 1 | 0.1% | |
| 0.0044 | 1 | 0.1% | |
| 0.0056 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9098 | 1 | 0.1% | |
| 0.7225 | 1 | 0.1% | |
| 0.6082 | 1 | 0.1% | |
| 0.5727 | 1 | 0.1% | |
| 0.4802 | 1 | 0.1% |
| Distinct count | 586 |
|---|---|
| Unique (%) | 29.3% |
| Missing | 1172 |
| Missing (%) | 58.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08899263285024155 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.9442 |
| Zeros | 110 |
| Zeros (%) | 5.5% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.04115 |
| median | 0.07435 |
| Q3 | 0.1132 |
| 95-th percentile | 0.22615 |
| Maximum | 0.9442 |
| Range | 0.9442 |
| Interquartile range (IQR) | 0.07205 |
Descriptive statistics
| Standard deviation | 0.08620025352 |
|---|---|
| Coefficient of variation (CV) | 0.968622354 |
| Kurtosis | 20.40947562 |
| Mean | 0.08899263285 |
| Median Absolute Deviation (MAD) | 0.05576623346 |
| Skewness | 3.271862589 |
| Sum | 73.6859 |
| Variance | 0.007430483706 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 110 | 5.5% | |
| 0.0566 | 4 | 0.2% | |
| 0.0747 | 4 | 0.2% | |
| 0.0476 | 4 | 0.2% | |
| 0.1132 | 4 | 0.2% | |
| 0.0677 | 4 | 0.2% | |
| 0.0366 | 3 | 0.1% | |
| 0.0419 | 3 | 0.1% | |
| 0.051 | 3 | 0.1% | |
| 0.0471 | 3 | 0.1% | |
| Other values (575) | 686 | 34.3% | |
| (Missing) | 1172 | 58.6% |
| Value | Count | Frequency (%) | |
| 0 | 110 | 5.5% | |
| 0.0008 | 1 | 0.1% | |
| 0.0019 | 1 | 0.1% | |
| 0.0046 | 1 | 0.1% | |
| 0.0058 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9442 | 1 | 0.1% | |
| 0.7498 | 1 | 0.1% | |
| 0.6311 | 1 | 0.1% | |
| 0.5943 | 1 | 0.1% | |
| 0.4983 | 1 | 0.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.416 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1412 |
| Zeros (%) | 70.6% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7295273162 |
|---|---|
| Coefficient of variation (CV) | 1.753671433 |
| Kurtosis | 3.173162606 |
| Mean | 0.416 |
| Median Absolute Deviation (MAD) | 0.587392 |
| Skewness | 1.821459195 |
| Sum | 832 |
| Variance | 0.5322101051 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1412 | 70.6% | |
| 1 | 382 | 19.1% | |
| 2 | 174 | 8.7% | |
| 3 | 27 | 1.4% | |
| 4 | 4 | 0.2% | |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1412 | 70.6% | |
| 1 | 382 | 19.1% | |
| 2 | 174 | 8.7% | |
| 3 | 27 | 1.4% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.1% | |
| 4 | 4 | 0.2% | |
| 3 | 27 | 1.4% | |
| 2 | 174 | 8.7% | |
| 1 | 382 | 19.1% |
CNT_FAM_MEMBERS
Real number (ℝ≥0)
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.143 |
|---|---|
| Minimum | 1.0 |
| Maximum | 7.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9115736302 |
|---|---|
| Coefficient of variation (CV) | 0.4253726692 |
| Kurtosis | 1.17368907 |
| Mean | 2.143 |
| Median Absolute Deviation (MAD) | 0.663211 |
| Skewness | 0.9238688833 |
| Sum | 4286 |
| Variance | 0.8309664832 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1. 2.5 3.5 4.5 5.5 7. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2 | 1025 | 51.2% | |
| 1 | 452 | 22.6% | |
| 3 | 342 | 17.1% | |
| 4 | 153 | 7.6% | |
| 5 | 23 | 1.1% | |
| 6 | 4 | 0.2% | |
| 7 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 452 | 22.6% | |
| 2 | 1025 | 51.2% | |
| 3 | 342 | 17.1% | |
| 4 | 153 | 7.6% | |
| 5 | 23 | 1.1% |
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.1% | |
| 6 | 4 | 0.2% | |
| 5 | 23 | 1.1% | |
| 4 | 153 | 7.6% | |
| 3 | 342 | 17.1% |
CODE_GENDER
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| F | |
|---|---|
| M |
| Value | Count | Frequency (%) | |
| F | 1331 | 66.5% | |
| M | 669 | 33.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 407 |
|---|---|
| Unique (%) | 20.3% |
| Missing | 1389 |
| Missing (%) | 69.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.049307855973813416 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.9277 |
| Zeros | 56 |
| Zeros (%) | 2.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0074 |
| median | 0.0206 |
| Q3 | 0.05275 |
| 95-th percentile | 0.1924 |
| Maximum | 0.9277 |
| Range | 0.9277 |
| Interquartile range (IQR) | 0.04535 |
Descriptive statistics
| Standard deviation | 0.08543469851 |
|---|---|
| Coefficient of variation (CV) | 1.732679242 |
| Kurtosis | 29.89321235 |
| Mean | 0.04930785597 |
| Median Absolute Deviation (MAD) | 0.04918936465 |
| Skewness | 4.540792333 |
| Sum | 30.1271 |
| Variance | 0.007299087709 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 56 | 2.8% | |
| 0.0079 | 5 | 0.2% | |
| 0.0124 | 4 | 0.2% | |
| 0.0015 | 4 | 0.2% | |
| 0.0266 | 4 | 0.2% | |
| 0.0129 | 4 | 0.2% | |
| 0.0042 | 4 | 0.2% | |
| 0.0071 | 4 | 0.2% | |
| 0.0067 | 3 | 0.1% | |
| 0.0012 | 3 | 0.1% | |
| Other values (396) | 520 | 26.0% | |
| (Missing) | 1389 | 69.5% |
| Value | Count | Frequency (%) | |
| 0 | 56 | 2.8% | |
| 0.0003 | 1 | 0.1% | |
| 0.0005 | 2 | 0.1% | |
| 0.0007 | 1 | 0.1% | |
| 0.001 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9277 | 1 | 0.1% | |
| 0.6757 | 1 | 0.1% | |
| 0.5949 | 1 | 0.1% | |
| 0.4978 | 1 | 0.1% | |
| 0.4792 | 1 | 0.1% |
| Distinct count | 397 |
|---|---|
| Unique (%) | 19.9% |
| Missing | 1389 |
| Missing (%) | 69.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0490646481178396 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.9335 |
| Zeros | 57 |
| Zeros (%) | 2.9% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0075 |
| median | 0.0201 |
| Q3 | 0.05145 |
| 95-th percentile | 0.1936 |
| Maximum | 0.9335 |
| Range | 0.9335 |
| Interquartile range (IQR) | 0.04395 |
Descriptive statistics
| Standard deviation | 0.08569542843 |
|---|---|
| Coefficient of variation (CV) | 1.746581943 |
| Kurtosis | 30.39375045 |
| Mean | 0.04906464812 |
| Median Absolute Deviation (MAD) | 0.04909661176 |
| Skewness | 4.58519754 |
| Sum | 29.9785 |
| Variance | 0.007343706453 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 57 | 2.9% | |
| 0.0124 | 7 | 0.4% | |
| 0.0079 | 5 | 0.2% | |
| 0.0043 | 4 | 0.2% | |
| 0.0065 | 4 | 0.2% | |
| 0.0085 | 4 | 0.2% | |
| 0.0087 | 4 | 0.2% | |
| 0.0142 | 4 | 0.2% | |
| 0.008 | 4 | 0.2% | |
| 0.0265 | 3 | 0.1% | |
| Other values (386) | 515 | 25.8% | |
| (Missing) | 1389 | 69.5% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 2.9% | |
| 0.0003 | 1 | 0.1% | |
| 0.0005 | 2 | 0.1% | |
| 0.0007 | 1 | 0.1% | |
| 0.001 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9335 | 1 | 0.1% | |
| 0.68 | 1 | 0.1% | |
| 0.5987 | 1 | 0.1% | |
| 0.501 | 1 | 0.1% | |
| 0.4823 | 1 | 0.1% |
| Distinct count | 396 |
|---|---|
| Unique (%) | 19.8% |
| Missing | 1389 |
| Missing (%) | 69.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04685744680851064 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.9361 |
| Zeros | 66 |
| Zeros (%) | 3.3% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0066 |
| median | 0.0184 |
| Q3 | 0.0476 |
| 95-th percentile | 0.19115 |
| Maximum | 0.9361 |
| Range | 0.9361 |
| Interquartile range (IQR) | 0.041 |
Descriptive statistics
| Standard deviation | 0.08477457837 |
|---|---|
| Coefficient of variation (CV) | 1.809201827 |
| Kurtosis | 32.37424104 |
| Mean | 0.04685744681 |
| Median Absolute Deviation (MAD) | 0.04781527318 |
| Skewness | 4.74463929 |
| Sum | 28.6299 |
| Variance | 0.007186729137 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 66 | 3.3% | |
| 0.008 | 8 | 0.4% | |
| 0.0043 | 5 | 0.2% | |
| 0.0087 | 4 | 0.2% | |
| 0.0096 | 4 | 0.2% | |
| 0.0012 | 4 | 0.2% | |
| 0.0125 | 4 | 0.2% | |
| 0.0079 | 4 | 0.2% | |
| 0.0065 | 3 | 0.1% | |
| 0.0118 | 3 | 0.1% | |
| Other values (385) | 506 | 25.3% | |
| (Missing) | 1389 | 69.5% |
| Value | Count | Frequency (%) | |
| 0 | 66 | 3.3% | |
| 0.0005 | 1 | 0.1% | |
| 0.0006 | 1 | 0.1% | |
| 0.0007 | 1 | 0.1% | |
| 0.001 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9361 | 1 | 0.1% | |
| 0.6819 | 1 | 0.1% | |
| 0.6004 | 1 | 0.1% | |
| 0.5024 | 1 | 0.1% | |
| 0.4836 | 1 | 0.1% |
DAYS_BIRTH
Real number (ℝ)
| Distinct count | 1875 |
|---|---|
| Unique (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -16114.5025 |
|---|---|
| Minimum | -25078 |
| Maximum | -7680 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | -25078 |
|---|---|
| 5-th percentile | -23285.1 |
| Q1 | -19706 |
| median | -15833.5 |
| Q3 | -12547 |
| 95-th percentile | -9492.8 |
| Maximum | -7680 |
| Range | 17398 |
| Interquartile range (IQR) | 7159 |
Descriptive statistics
| Standard deviation | 4358.44905 |
|---|---|
| Coefficient of variation (CV) | -0.2704674904 |
| Kurtosis | -1.039121953 |
| Mean | -16114.5025 |
| Median Absolute Deviation (MAD) | 3727.87159 |
| Skewness | -0.1141214011 |
| Sum | -32229005 |
| Variance | 18996078.12 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-25078. -23712. -20617. -9871. -7680.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -15273 | 4 | 0.2% | |
| -20008 | 3 | 0.1% | |
| -22079 | 3 | 0.1% | |
| -13102 | 2 | 0.1% | |
| -22191 | 2 | 0.1% | |
| -14635 | 2 | 0.1% | |
| -9881 | 2 | 0.1% | |
| -18608 | 2 | 0.1% | |
| -11380 | 2 | 0.1% | |
| -16567 | 2 | 0.1% | |
| Other values (1865) | 1976 | 98.8% |
| Value | Count | Frequency (%) | |
| -25078 | 1 | 0.1% | |
| -24998 | 1 | 0.1% | |
| -24988 | 1 | 0.1% | |
| -24878 | 1 | 0.1% | |
| -24831 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -7680 | 1 | 0.1% | |
| -7701 | 1 | 0.1% | |
| -7750 | 1 | 0.1% | |
| -7769 | 1 | 0.1% | |
| -7783 | 1 | 0.1% |
| Distinct count | 1383 |
|---|---|
| Unique (%) | 69.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68923.6605 |
|---|---|
| Minimum | -14348 |
| Maximum | 365243 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | -14348 |
|---|---|
| 5-th percentile | -6641.55 |
| Q1 | -2699.75 |
| median | -1208 |
| Q3 | -237.75 |
| 95-th percentile | 365243 |
| Maximum | 365243 |
| Range | 379591 |
| Interquartile range (IQR) | 2462 |
Descriptive statistics
| Standard deviation | 145427.1232 |
|---|---|
| Coefficient of variation (CV) | 2.109973878 |
| Kurtosis | 0.3982690303 |
| Mean | 68923.6605 |
| Median Absolute Deviation (MAD) | 114971.9037 |
| Skewness | 1.548082876 |
| Sum | 137847321 |
| Variance | 2.114904816e+10 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-1.434800e+04 -1.010350e+04 -7.153500e+03 -5.541000e+03 -3.512500e+03 ... -4.435000e+02 -9.300000e+01 -2.850000e+01 1.826215e+05 3.652430e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 365243 | 388 | 19.4% | |
| -201 | 5 | 0.2% | |
| -1298 | 4 | 0.2% | |
| -941 | 4 | 0.2% | |
| -207 | 4 | 0.2% | |
| -803 | 3 | 0.1% | |
| -2923 | 3 | 0.1% | |
| -1598 | 3 | 0.1% | |
| -1139 | 3 | 0.1% | |
| -381 | 3 | 0.1% | |
| Other values (1373) | 1580 | 79.0% |
| Value | Count | Frequency (%) | |
| -14348 | 1 | 0.1% | |
| -13840 | 1 | 0.1% | |
| -13604 | 1 | 0.1% | |
| -13516 | 1 | 0.1% | |
| -12810 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 365243 | 388 | 19.4% | |
| 0 | 1 | 0.1% | |
| -57 | 1 | 0.1% | |
| -76 | 1 | 0.1% | |
| -79 | 1 | 0.1% |
DAYS_ID_PUBLISH
Real number (ℝ)
| Distinct count | 1617 |
|---|---|
| Unique (%) | 80.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3016.2625 |
|---|---|
| Minimum | -6163 |
| Maximum | -3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | -6163 |
|---|---|
| 5-th percentile | -4948.05 |
| Q1 | -4285.25 |
| median | -3308 |
| Q3 | -1760.75 |
| 95-th percentile | -406.6 |
| Maximum | -3 |
| Range | 6160 |
| Interquartile range (IQR) | 2524.5 |
Descriptive statistics
| Standard deviation | 1497.740985 |
|---|---|
| Coefficient of variation (CV) | -0.4965552519 |
| Kurtosis | -1.074017672 |
| Mean | -3016.2625 |
| Median Absolute Deviation (MAD) | 1299.913088 |
| Skewness | 0.3799550616 |
| Sum | -6032525 |
| Variance | 2243228.06 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-6.1630e+03 -5.2300e+03 -5.0570e+03 -4.6080e+03 -3.8645e+03 -3.0000e+00], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -3343 | 5 | 0.2% | |
| -4132 | 4 | 0.2% | |
| -2619 | 4 | 0.2% | |
| -4412 | 4 | 0.2% | |
| -4062 | 4 | 0.2% | |
| -3884 | 4 | 0.2% | |
| -3973 | 4 | 0.2% | |
| -4145 | 4 | 0.2% | |
| -2897 | 3 | 0.1% | |
| -4666 | 3 | 0.1% | |
| Other values (1607) | 1961 | 98.0% |
| Value | Count | Frequency (%) | |
| -6163 | 1 | 0.1% | |
| -6063 | 1 | 0.1% | |
| -6046 | 1 | 0.1% | |
| -6025 | 1 | 0.1% | |
| -6002 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -3 | 3 | 0.1% | |
| -4 | 1 | 0.1% | |
| -6 | 1 | 0.1% | |
| -10 | 1 | 0.1% | |
| -12 | 1 | 0.1% |
| Distinct count | 1236 |
|---|---|
| Unique (%) | 61.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -976.1215 |
|---|---|
| Minimum | -3789.0 |
| Maximum | 0.0 |
| Zeros | 243 |
| Zeros (%) | 12.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | -3789 |
|---|---|
| 5-th percentile | -2532.3 |
| Q1 | -1574 |
| median | -783.5 |
| Q3 | -288 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 3789 |
| Interquartile range (IQR) | 1286 |
Descriptive statistics
| Standard deviation | 834.5496602 |
|---|---|
| Coefficient of variation (CV) | -0.8549649405 |
| Kurtosis | -0.223115166 |
| Mean | -976.1215 |
| Median Absolute Deviation (MAD) | 696.723725 |
| Skewness | -0.7412459016 |
| Sum | -1952243 |
| Variance | 696473.1353 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.7890e+03 -3.2295e+03 -2.5925e+03 -1.8535e+03 -1.4515e+03 ... -2.2050e+02 -6.5000e+00 -2.5000e+00 -5.0000e-01 0.0000e+00], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 243 | 12.2% | |
| -1 | 20 | 1.0% | |
| -2 | 15 | 0.8% | |
| -3 | 8 | 0.4% | |
| -4 | 7 | 0.4% | |
| -6 | 7 | 0.4% | |
| -5 | 6 | 0.3% | |
| -320 | 6 | 0.3% | |
| -1491 | 5 | 0.2% | |
| -147 | 5 | 0.2% | |
| Other values (1226) | 1678 | 83.9% |
| Value | Count | Frequency (%) | |
| -3789 | 1 | 0.1% | |
| -3735 | 1 | 0.1% | |
| -3734 | 1 | 0.1% | |
| -3647 | 1 | 0.1% | |
| -3477 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 243 | 12.2% | |
| -1 | 20 | 1.0% | |
| -2 | 15 | 0.8% | |
| -3 | 8 | 0.4% | |
| -4 | 7 | 0.4% |
DAYS_REGISTRATION
Real number (ℝ)
| Distinct count | 1834 |
|---|---|
| Unique (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5023.991 |
|---|---|
| Minimum | -20623.0 |
| Maximum | 0.0 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | -20623 |
|---|---|
| 5-th percentile | -11445.05 |
| Q1 | -7362.25 |
| median | -4531 |
| Q3 | -2061.25 |
| 95-th percentile | -383 |
| Maximum | 0 |
| Range | 20623 |
| Interquartile range (IQR) | 5301 |
Descriptive statistics
| Standard deviation | 3527.038006 |
|---|---|
| Coefficient of variation (CV) | -0.7020390772 |
| Kurtosis | -0.03327560277 |
| Mean | -5023.991 |
| Median Absolute Deviation (MAD) | 2877.033947 |
| Skewness | -0.6694940976 |
| Sum | -10047982 |
| Variance | 12439997.09 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-20623. -16397. -13437.5 -11348.5 -9081. -5344.5 -3613. -1619. 0. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -1186 | 4 | 0.2% | |
| -388 | 3 | 0.1% | |
| -3627 | 3 | 0.1% | |
| -3953 | 3 | 0.1% | |
| -944 | 3 | 0.1% | |
| -4970 | 3 | 0.1% | |
| -43 | 3 | 0.1% | |
| -500 | 3 | 0.1% | |
| -4233 | 3 | 0.1% | |
| -4409 | 3 | 0.1% | |
| Other values (1824) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| -20623 | 1 | 0.1% | |
| -16525 | 1 | 0.1% | |
| -16269 | 1 | 0.1% | |
| -16089 | 1 | 0.1% | |
| -15972 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| -1 | 1 | 0.1% | |
| -3 | 1 | 0.1% | |
| -4 | 2 | 0.1% | |
| -5 | 1 | 0.1% |
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 6 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14092276830491474 |
|---|---|
| Minimum | 0.0 |
| Maximum | 6.0 |
| Zeros | 1785 |
| Zeros (%) | 89.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4863416492 |
|---|---|
| Coefficient of variation (CV) | 3.451121881 |
| Kurtosis | 37.19555552 |
| Mean | 0.1409227683 |
| Median Absolute Deviation (MAD) | 0.2523040536 |
| Skewness | 5.152673379 |
| Sum | 281 |
| Variance | 0.2365281998 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1785 | 89.2% | |
| 1 | 161 | 8.1% | |
| 2 | 37 | 1.8% | |
| 4 | 4 | 0.2% | |
| 5 | 3 | 0.1% | |
| 3 | 3 | 0.1% | |
| 6 | 1 | 0.1% | |
| (Missing) | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1785 | 89.2% | |
| 1 | 161 | 8.1% | |
| 2 | 37 | 1.8% | |
| 3 | 3 | 0.1% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.1% | |
| 5 | 3 | 0.1% | |
| 4 | 4 | 0.2% | |
| 3 | 3 | 0.1% | |
| 2 | 37 | 1.8% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 6 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09979939819458375 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5.0 |
| Zeros | 1837 |
| Zeros (%) | 91.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.392567628 |
|---|---|
| Coefficient of variation (CV) | 3.933567087 |
| Kurtosis | 45.7798251 |
| Mean | 0.09979939819 |
| Median Absolute Deviation (MAD) | 0.1838831439 |
| Skewness | 5.704009821 |
| Sum | 199 |
| Variance | 0.1541093426 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1837 | 91.8% | |
| 1 | 128 | 6.4% | |
| 2 | 23 | 1.1% | |
| 4 | 3 | 0.1% | |
| 5 | 2 | 0.1% | |
| 3 | 1 | 0.1% | |
| (Missing) | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1837 | 91.8% | |
| 1 | 128 | 6.4% | |
| 2 | 23 | 1.1% | |
| 3 | 1 | 0.1% | |
| 4 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 2 | 0.1% | |
| 4 | 3 | 0.1% | |
| 3 | 1 | 0.1% | |
| 2 | 23 | 1.1% | |
| 1 | 128 | 6.4% |
| Distinct count | 46 |
|---|---|
| Unique (%) | 2.3% |
| Missing | 1069 |
| Missing (%) | 53.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08279312567132116 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 541 |
| Zeros (%) | 27.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.16 |
| 95-th percentile | 0.32 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.1380247456 |
|---|---|
| Coefficient of variation (CV) | 1.667103935 |
| Kurtosis | 7.891211868 |
| Mean | 0.08279312567 |
| Median Absolute Deviation (MAD) | 0.1010550775 |
| Skewness | 2.439096045 |
| Sum | 77.0804 |
| Variance | 0.0190508304 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 541 | 27.1% | |
| 0.16 | 66 | 3.3% | |
| 0.08 | 57 | 2.9% | |
| 0.24 | 45 | 2.2% | |
| 0.12 | 33 | 1.7% | |
| 0.04 | 31 | 1.6% | |
| 0.2 | 28 | 1.4% | |
| 0.28 | 20 | 1.0% | |
| 0.32 | 18 | 0.9% | |
| 0.36 | 8 | 0.4% | |
| Other values (35) | 84 | 4.2% | |
| (Missing) | 1069 | 53.4% |
| Value | Count | Frequency (%) | |
| 0 | 541 | 27.1% | |
| 0.016 | 2 | 0.1% | |
| 0.02 | 4 | 0.2% | |
| 0.0264 | 1 | 0.1% | |
| 0.04 | 31 | 1.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.88 | 1 | 0.1% | |
| 0.84 | 1 | 0.1% | |
| 0.8 | 2 | 0.1% | |
| 0.76 | 1 | 0.1% |
| Distinct count | 29 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 1069 |
| Missing (%) | 53.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08158968850698174 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 554 |
| Zeros (%) | 27.7% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.15 |
| 95-th percentile | 0.32 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.15 |
Descriptive statistics
| Standard deviation | 0.1377891769 |
|---|---|
| Coefficient of variation (CV) | 1.688806262 |
| Kurtosis | 8.041397183 |
| Mean | 0.08158968851 |
| Median Absolute Deviation (MAD) | 0.1005363185 |
| Skewness | 2.465546613 |
| Sum | 75.96 |
| Variance | 0.01898585727 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 554 | 27.7% | |
| 0.16 | 68 | 3.4% | |
| 0.08 | 63 | 3.1% | |
| 0.24 | 50 | 2.5% | |
| 0.12 | 37 | 1.8% | |
| 0.04 | 31 | 1.6% | |
| 0.2 | 27 | 1.4% | |
| 0.28 | 19 | 0.9% | |
| 0.32 | 18 | 0.9% | |
| 0.4 | 9 | 0.4% | |
| Other values (18) | 55 | 2.8% | |
| (Missing) | 1069 | 53.4% |
| Value | Count | Frequency (%) | |
| 0 | 554 | 27.7% | |
| 0.02 | 2 | 0.1% | |
| 0.04 | 31 | 1.6% | |
| 0.06 | 4 | 0.2% | |
| 0.08 | 63 | 3.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.88 | 1 | 0.1% | |
| 0.84 | 1 | 0.1% | |
| 0.8 | 2 | 0.1% | |
| 0.76 | 1 | 0.1% |
| Distinct count | 22 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1069 |
| Missing (%) | 53.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07765574650912997 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 568 |
| Zeros (%) | 28.4% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.1208 |
| 95-th percentile | 0.3222 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1208 |
Descriptive statistics
| Standard deviation | 0.134881704 |
|---|---|
| Coefficient of variation (CV) | 1.736918516 |
| Kurtosis | 8.252187062 |
| Mean | 0.07765574651 |
| Median Absolute Deviation (MAD) | 0.09740323019 |
| Skewness | 2.516861063 |
| Sum | 72.2975 |
| Variance | 0.01819307406 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 568 | 28.4% | |
| 0.0806 | 74 | 3.7% | |
| 0.1611 | 67 | 3.4% | |
| 0.2417 | 46 | 2.3% | |
| 0.1208 | 36 | 1.8% | |
| 0.0403 | 33 | 1.7% | |
| 0.2014 | 29 | 1.5% | |
| 0.282 | 18 | 0.9% | |
| 0.3222 | 18 | 0.9% | |
| 0.4028 | 10 | 0.5% | |
| Other values (11) | 32 | 1.6% | |
| (Missing) | 1069 | 53.4% |
| Value | Count | Frequency (%) | |
| 0 | 568 | 28.4% | |
| 0.0403 | 33 | 1.7% | |
| 0.0806 | 74 | 3.7% | |
| 0.1208 | 36 | 1.8% | |
| 0.1611 | 67 | 3.4% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.8459 | 1 | 0.1% | |
| 0.8056 | 2 | 0.1% | |
| 0.7653 | 1 | 0.1% | |
| 0.6848 | 1 | 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 960 |
| Missing (%) | 48.0% |
| Memory size | 15.8 KiB |
| No | |
|---|---|
| Yes | 14 |
| (Missing) |
| Value | Count | Frequency (%) | |
| No | 1026 | 51.3% | |
| Yes | 14 | 0.7% | |
| (Missing) | 960 | 48.0% |
| Distinct count | 53 |
|---|---|
| Unique (%) | 2.6% |
| Missing | 1017 |
| Missing (%) | 50.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15445645981688708 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3448 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.1101490037 |
|---|---|
| Coefficient of variation (CV) | 0.7131395074 |
| Kurtosis | 15.29545573 |
| Mean | 0.1544564598 |
| Median Absolute Deviation (MAD) | 0.07414581828 |
| Skewness | 2.926421387 |
| Sum | 151.8307 |
| Variance | 0.01213280301 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1379 | 217 | 10.8% | |
| 0.069 | 150 | 7.5% | |
| 0.1034 | 125 | 6.2% | |
| 0.2069 | 119 | 5.9% | |
| 0.0345 | 86 | 4.3% | |
| 0.1724 | 59 | 2.9% | |
| 0.2759 | 55 | 2.8% | |
| 0.2414 | 30 | 1.5% | |
| 0.3448 | 18 | 0.9% | |
| 0.0862 | 13 | 0.7% | |
| Other values (42) | 111 | 5.5% | |
| (Missing) | 1017 | 50.8% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.1% | |
| 0.0345 | 86 | 4.3% | |
| 0.0517 | 6 | 0.3% | |
| 0.0572 | 1 | 0.1% | |
| 0.0603 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 3 | 0.1% | |
| 0.8966 | 1 | 0.1% | |
| 0.7241 | 2 | 0.1% | |
| 0.6897 | 2 | 0.1% | |
| 0.6552 | 2 | 0.1% |
| Distinct count | 29 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 1017 |
| Missing (%) | 50.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15376429298067143 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3448 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.1104614327 |
|---|---|
| Coefficient of variation (CV) | 0.7183815605 |
| Kurtosis | 15.17091534 |
| Mean | 0.153764293 |
| Median Absolute Deviation (MAD) | 0.07445620761 |
| Skewness | 2.913865547 |
| Sum | 151.1503 |
| Variance | 0.01220172812 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1379 | 224 | 11.2% | |
| 0.069 | 154 | 7.7% | |
| 0.1034 | 133 | 6.7% | |
| 0.2069 | 122 | 6.1% | |
| 0.0345 | 92 | 4.6% | |
| 0.1724 | 62 | 3.1% | |
| 0.2759 | 56 | 2.8% | |
| 0.2414 | 30 | 1.5% | |
| 0.3448 | 18 | 0.9% | |
| 0.0862 | 14 | 0.7% | |
| Other values (18) | 78 | 3.9% | |
| (Missing) | 1017 | 50.8% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.1% | |
| 0.0345 | 92 | 4.6% | |
| 0.0517 | 6 | 0.3% | |
| 0.069 | 154 | 7.7% | |
| 0.0862 | 14 | 0.7% |
| Value | Count | Frequency (%) | |
| 1 | 3 | 0.1% | |
| 0.8966 | 1 | 0.1% | |
| 0.7241 | 2 | 0.1% | |
| 0.6897 | 2 | 0.1% | |
| 0.6552 | 2 | 0.1% |
| Distinct count | 23 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1017 |
| Missing (%) | 50.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1490821973550356 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.34135 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.1112369171 |
|---|---|
| Coefficient of variation (CV) | 0.7461448724 |
| Kurtosis | 15.12196197 |
| Mean | 0.1490821974 |
| Median Absolute Deviation (MAD) | 0.07474114928 |
| Skewness | 2.911077808 |
| Sum | 146.5478 |
| Variance | 0.01237365173 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1379 | 221 | 11.1% | |
| 0.069 | 176 | 8.8% | |
| 0.1034 | 135 | 6.8% | |
| 0.2069 | 121 | 6.0% | |
| 0.0345 | 117 | 5.9% | |
| 0.1724 | 62 | 3.1% | |
| 0.2759 | 55 | 2.8% | |
| 0.2414 | 29 | 1.5% | |
| 0.3448 | 18 | 0.9% | |
| 0.3103 | 13 | 0.7% | |
| Other values (12) | 36 | 1.8% | |
| (Missing) | 1017 | 50.8% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.2% | |
| 0.0345 | 117 | 5.9% | |
| 0.069 | 176 | 8.8% | |
| 0.1034 | 135 | 6.8% | |
| 0.1379 | 221 | 11.1% |
| Value | Count | Frequency (%) | |
| 1 | 3 | 0.1% | |
| 0.8966 | 1 | 0.1% | |
| 0.7241 | 2 | 0.1% | |
| 0.6897 | 2 | 0.1% | |
| 0.6552 | 2 | 0.1% |
| Distinct count | 896 |
|---|---|
| Unique (%) | 44.8% |
| Missing | 1104 |
| Missing (%) | 55.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5112771860463996 |
|---|---|
| Minimum | 0.05726776893897985 |
| Maximum | 0.9275935837400616 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.05726776894 |
|---|---|
| 5-th percentile | 0.1730003746 |
| Q1 | 0.346859806 |
| median | 0.5254749899 |
| Q3 | 0.6741891432 |
| 95-th percentile | 0.8320708675 |
| Maximum | 0.9275935837 |
| Range | 0.8703258148 |
| Interquartile range (IQR) | 0.3273293372 |
Descriptive statistics
| Standard deviation | 0.207531518 |
|---|---|
| Coefficient of variation (CV) | 0.4059080352 |
| Kurtosis | -0.9396879728 |
| Mean | 0.511277186 |
| Median Absolute Deviation (MAD) | 0.1751012584 |
| Skewness | -0.105033138 |
| Sum | 458.1043587 |
| Variance | 0.04306933098 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.6202903898 | 2 | 0.1% | |
| 0.4732799372 | 1 | 0.1% | |
| 0.1316592551 | 1 | 0.1% | |
| 0.3228733123 | 1 | 0.1% | |
| 0.2776266738 | 1 | 0.1% | |
| 0.570476362 | 1 | 0.1% | |
| 0.2082281505 | 1 | 0.1% | |
| 0.6687527072 | 1 | 0.1% | |
| 0.634061027 | 1 | 0.1% | |
| 0.701876696 | 1 | 0.1% | |
| Other values (885) | 885 | 44.2% | |
| (Missing) | 1104 | 55.2% |
| Value | Count | Frequency (%) | |
| 0.05726776894 | 1 | 0.1% | |
| 0.05779161699 | 1 | 0.1% | |
| 0.06038810558 | 1 | 0.1% | |
| 0.07087007077 | 1 | 0.1% | |
| 0.07273813005 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9275935837 | 1 | 0.1% | |
| 0.9167693586 | 1 | 0.1% | |
| 0.9112220269 | 1 | 0.1% | |
| 0.9099684356 | 1 | 0.1% | |
| 0.9039592728 | 1 | 0.1% |
EXT_SOURCE_2
Real number (ℝ≥0)
| Distinct count | 1964 |
|---|---|
| Unique (%) | 98.2% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5147485395682133 |
|---|---|
| Minimum | 7.791786358703946e-05 |
| Maximum | 0.8018944491770665 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 7.791786359e-05 |
|---|---|
| 5-th percentile | 0.139027453 |
| Q1 | 0.3932567851 |
| median | 0.5649270753 |
| Q3 | 0.6656204207 |
| 95-th percentile | 0.7458690575 |
| Maximum | 0.8018944492 |
| Range | 0.8018165313 |
| Interquartile range (IQR) | 0.2723636356 |
Descriptive statistics
| Standard deviation | 0.1904100799 |
|---|---|
| Coefficient of variation (CV) | 0.369908927 |
| Kurtosis | -0.2360631019 |
| Mean | 0.5147485396 |
| Median Absolute Deviation (MAD) | 0.1566783201 |
| Skewness | -0.8106337548 |
| Sum | 1028.467582 |
| Variance | 0.03625599854 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.2622583692 | 4 | 0.2% | |
| 0.2665197754 | 4 | 0.2% | |
| 0.2858978721 | 3 | 0.1% | |
| 0.2652563402 | 3 | 0.1% | |
| 0.6650994444 | 3 | 0.1% | |
| 0.1673316673 | 3 | 0.1% | |
| 0.2670630304 | 2 | 0.1% | |
| 0.1942151121 | 2 | 0.1% | |
| 0.6883373103 | 2 | 0.1% | |
| 0.4704604183 | 2 | 0.1% | |
| Other values (1953) | 1970 | 98.5% |
| Value | Count | Frequency (%) | |
| 7.791786359e-05 | 1 | 0.1% | |
| 0.0002341861324 | 1 | 0.1% | |
| 0.002326673017 | 1 | 0.1% | |
| 0.002812302759 | 1 | 0.1% | |
| 0.003712212931 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.8018944492 | 1 | 0.1% | |
| 0.8005640803 | 1 | 0.1% | |
| 0.7994199367 | 1 | 0.1% | |
| 0.79902693 | 1 | 0.1% | |
| 0.797456206 | 1 | 0.1% |
| Distinct count | 461 |
|---|---|
| Unique (%) | 23.1% |
| Missing | 426 |
| Missing (%) | 21.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5190711123511026 |
|---|---|
| Minimum | 0.0005272652387098817 |
| Maximum | 0.8633633824101478 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.0005272652387 |
|---|---|
| 5-th percentile | 0.1690743327 |
| Q1 | 0.377404249 |
| median | 0.5406544504 |
| Q3 | 0.6738300779 |
| 95-th percentile | 0.7850520264 |
| Maximum | 0.8633633824 |
| Range | 0.8628361172 |
| Interquartile range (IQR) | 0.2964258289 |
Descriptive statistics
| Standard deviation | 0.1901534603 |
|---|---|
| Coefficient of variation (CV) | 0.3663341222 |
| Kurtosis | -0.6610983492 |
| Mean | 0.5190711124 |
| Median Absolute Deviation (MAD) | 0.1590913299 |
| Skewness | -0.4296002084 |
| Sum | 817.0179308 |
| Variance | 0.03615833846 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.6894791426 | 12 | 0.6% | |
| 0.4543210602 | 12 | 0.6% | |
| 0.6706517531 | 11 | 0.5% | |
| 0.5902333386 | 10 | 0.5% | |
| 0.6279908193 | 10 | 0.5% | |
| 0.6817058777 | 10 | 0.5% | |
| 0.5744466171 | 10 | 0.5% | |
| 0.6738300779 | 10 | 0.5% | |
| 0.5867400085 | 9 | 0.4% | |
| 0.5136937663 | 9 | 0.4% | |
| Other values (450) | 1471 | 73.6% | |
| (Missing) | 426 | 21.3% |
| Value | Count | Frequency (%) | |
| 0.0005272652387 | 3 | 0.1% | |
| 0.03390980579 | 1 | 0.1% | |
| 0.04382706685 | 1 | 0.1% | |
| 0.04825898347 | 1 | 0.1% | |
| 0.05275259672 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.8633633824 | 2 | 0.1% | |
| 0.8590531292 | 1 | 0.1% | |
| 0.8528284669 | 1 | 0.1% | |
| 0.8435435389 | 2 | 0.1% | |
| 0.8425892767 | 1 | 0.1% |
FLAG_CONT_MOBILE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1999 | > 99.9% | |
| 0 | 1 | 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 2000 | 100.0% |
FLAG_DOCUMENT_11
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1997 | 99.9% | |
| 1 | 3 | 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 2000 | 100.0% |
FLAG_DOCUMENT_13
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 1992 | 99.6% | |
| 1 | 8 | 0.4% |
FLAG_DOCUMENT_14
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1995 | 99.8% | |
| 1 | 5 | 0.2% |
FLAG_DOCUMENT_15
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1998 | 99.9% | |
| 1 | 2 | 0.1% |
FLAG_DOCUMENT_16
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 23 |
| Value | Count | Frequency (%) | |
| 0 | 1977 | 98.9% | |
| 1 | 23 | 1.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 2000 | 100.0% |
FLAG_DOCUMENT_18
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 18 |
| Value | Count | Frequency (%) | |
| 0 | 1982 | 99.1% | |
| 1 | 18 | 0.9% |
FLAG_DOCUMENT_19
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1999 | > 99.9% | |
| 1 | 1 | 0.1% |
FLAG_DOCUMENT_2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1999 | > 99.9% | |
| 1 | 1 | 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 2000 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 2000 | 100.0% |
FLAG_DOCUMENT_3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1432 | 71.6% | |
| 0 | 568 | 28.4% |
FLAG_DOCUMENT_4
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1998 | 99.9% | |
| 1 | 2 | 0.1% |
FLAG_DOCUMENT_5
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 31 |
| Value | Count | Frequency (%) | |
| 0 | 1969 | 98.5% | |
| 1 | 31 | 1.6% |
FLAG_DOCUMENT_6
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 165 |
| Value | Count | Frequency (%) | |
| 0 | 1835 | 91.8% | |
| 1 | 165 | 8.2% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 2000 | 100.0% |
FLAG_DOCUMENT_8
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 176 |
| Value | Count | Frequency (%) | |
| 0 | 1824 | 91.2% | |
| 1 | 176 | 8.8% |
FLAG_DOCUMENT_9
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1997 | 99.9% | |
| 1 | 3 | 0.1% |
FLAG_EMAIL
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 111 |
| Value | Count | Frequency (%) | |
| 0 | 1889 | 94.5% | |
| 1 | 111 | 5.5% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1612 | 80.6% | |
| 0 | 388 | 19.4% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 2000 | 100.0% |
FLAG_OWN_CAR
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 1324 | 66.2% | |
| Y | 676 | 33.8% |
FLAG_OWN_REALTY
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 1424 | 71.2% | |
| N | 576 | 28.8% |
FLAG_PHONE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1409 | 70.5% | |
| 1 | 591 | 29.5% |
FLAG_WORK_PHONE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1624 | 81.2% | |
| 1 | 376 | 18.8% |
| Distinct count | 56 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 1004 |
| Missing (%) | 50.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2333355421686747 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 16 |
| Zeros (%) | 0.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.520775 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.1479203541 |
|---|---|
| Coefficient of variation (CV) | 0.6339383736 |
| Kurtosis | 2.238151201 |
| Mean | 0.2333355422 |
| Median Absolute Deviation (MAD) | 0.1198692517 |
| Skewness | 1.201724356 |
| Sum | 232.4022 |
| Variance | 0.02188043116 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1667 | 391 | 19.6% | |
| 0.3333 | 207 | 10.3% | |
| 0.0417 | 86 | 4.3% | |
| 0.375 | 66 | 3.3% | |
| 0.0833 | 47 | 2.4% | |
| 0.125 | 44 | 2.2% | |
| 0.4583 | 19 | 0.9% | |
| 0.625 | 18 | 0.9% | |
| 0 | 16 | 0.8% | |
| 0.2083 | 11 | 0.5% | |
| Other values (45) | 91 | 4.5% | |
| (Missing) | 1004 | 50.2% |
| Value | Count | Frequency (%) | |
| 0 | 16 | 0.8% | |
| 0.0208 | 2 | 0.1% | |
| 0.0417 | 86 | 4.3% | |
| 0.0833 | 47 | 2.4% | |
| 0.1042 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9583 | 1 | 0.1% | |
| 0.8888 | 1 | 0.1% | |
| 0.8333 | 1 | 0.1% | |
| 0.75 | 2 | 0.1% |
| Distinct count | 31 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 1004 |
| Missing (%) | 50.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23270913654618475 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 16 |
| Zeros (%) | 0.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.5417 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.1484753426 |
|---|---|
| Coefficient of variation (CV) | 0.6380297087 |
| Kurtosis | 2.344812283 |
| Mean | 0.2327091365 |
| Median Absolute Deviation (MAD) | 0.1204000565 |
| Skewness | 1.226468525 |
| Sum | 231.7783 |
| Variance | 0.02204492736 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1667 | 406 | 20.3% | |
| 0.3333 | 213 | 10.7% | |
| 0.0417 | 87 | 4.3% | |
| 0.375 | 66 | 3.3% | |
| 0.0833 | 46 | 2.3% | |
| 0.125 | 44 | 2.2% | |
| 0.4583 | 22 | 1.1% | |
| 0.625 | 20 | 1.0% | |
| 0 | 16 | 0.8% | |
| 0.5417 | 13 | 0.7% | |
| Other values (20) | 63 | 3.1% | |
| (Missing) | 1004 | 50.2% |
| Value | Count | Frequency (%) | |
| 0 | 16 | 0.8% | |
| 0.0208 | 2 | 0.1% | |
| 0.0417 | 87 | 4.3% | |
| 0.0833 | 46 | 2.3% | |
| 0.1042 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9583 | 2 | 0.1% | |
| 0.8333 | 1 | 0.1% | |
| 0.75 | 2 | 0.1% | |
| 0.7083 | 1 | 0.1% |
| Distinct count | 21 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1004 |
| Missing (%) | 50.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22942520080321285 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 20 |
| Zeros (%) | 1.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.5417 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.1475108932 |
|---|---|
| Coefficient of variation (CV) | 0.6429585446 |
| Kurtosis | 2.425761134 |
| Mean | 0.2294252008 |
| Median Absolute Deviation (MAD) | 0.1192288163 |
| Skewness | 1.236732139 |
| Sum | 228.5075 |
| Variance | 0.02175946362 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1667 | 413 | 20.6% | |
| 0.3333 | 220 | 11.0% | |
| 0.0417 | 89 | 4.5% | |
| 0.375 | 68 | 3.4% | |
| 0.0833 | 50 | 2.5% | |
| 0.125 | 45 | 2.2% | |
| 0.625 | 21 | 1.1% | |
| 0 | 20 | 1.0% | |
| 0.4583 | 20 | 1.0% | |
| 0.6667 | 12 | 0.6% | |
| Other values (10) | 38 | 1.9% | |
| (Missing) | 1004 | 50.2% |
| Value | Count | Frequency (%) | |
| 0 | 20 | 1.0% | |
| 0.0417 | 89 | 4.5% | |
| 0.0833 | 50 | 2.5% | |
| 0.125 | 45 | 2.2% | |
| 0.1667 | 413 | 20.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9583 | 2 | 0.1% | |
| 0.8333 | 1 | 0.1% | |
| 0.75 | 1 | 0.1% | |
| 0.6667 | 12 | 0.6% |
| Distinct count | 45 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 1358 |
| Missing (%) | 67.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2306605919003115 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 19 |
| Zeros (%) | 0.9% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.52045 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.1684955128 |
|---|---|
| Coefficient of variation (CV) | 0.7304911143 |
| Kurtosis | 1.239255377 |
| Mean | 0.2306605919 |
| Median Absolute Deviation (MAD) | 0.131067148 |
| Skewness | 0.996906796 |
| Sum | 148.0841 |
| Variance | 0.02839073784 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.2083 | 193 | 9.7% | |
| 0.0417 | 119 | 5.9% | |
| 0.375 | 115 | 5.8% | |
| 0.0833 | 38 | 1.9% | |
| 0.125 | 32 | 1.6% | |
| 0.4167 | 30 | 1.5% | |
| 0.1667 | 21 | 1.1% | |
| 0 | 19 | 0.9% | |
| 0.5 | 10 | 0.5% | |
| 0.6667 | 9 | 0.4% | |
| Other values (34) | 56 | 2.8% | |
| (Missing) | 1358 | 67.9% |
| Value | Count | Frequency (%) | |
| 0 | 19 | 0.9% | |
| 0.0417 | 119 | 5.9% | |
| 0.0833 | 38 | 1.9% | |
| 0.0971 | 1 | 0.1% | |
| 0.125 | 32 | 1.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9167 | 1 | 0.1% | |
| 0.7917 | 1 | 0.1% | |
| 0.75 | 3 | 0.1% | |
| 0.7083 | 8 | 0.4% |
| Distinct count | 28 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 1358 |
| Missing (%) | 67.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23007149532710278 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 19 |
| Zeros (%) | 0.9% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.1685680924 |
|---|---|
| Coefficient of variation (CV) | 0.7326769973 |
| Kurtosis | 1.422384407 |
| Mean | 0.2300714953 |
| Median Absolute Deviation (MAD) | 0.1303960855 |
| Skewness | 1.028697614 |
| Sum | 147.7059 |
| Variance | 0.02841520176 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.2083 | 204 | 10.2% | |
| 0.0417 | 120 | 6.0% | |
| 0.375 | 117 | 5.9% | |
| 0.0833 | 38 | 1.9% | |
| 0.125 | 32 | 1.6% | |
| 0.4167 | 30 | 1.5% | |
| 0.1667 | 21 | 1.1% | |
| 0 | 19 | 0.9% | |
| 0.5 | 12 | 0.6% | |
| 0.6667 | 11 | 0.5% | |
| Other values (17) | 38 | 1.9% | |
| (Missing) | 1358 | 67.9% |
| Value | Count | Frequency (%) | |
| 0 | 19 | 0.9% | |
| 0.0417 | 120 | 6.0% | |
| 0.0833 | 38 | 1.9% | |
| 0.125 | 32 | 1.6% | |
| 0.1458 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.1% | |
| 0.7917 | 1 | 0.1% | |
| 0.75 | 1 | 0.1% | |
| 0.7083 | 9 | 0.4% | |
| 0.6667 | 11 | 0.5% |
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 1358 |
| Missing (%) | 67.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22702149532710283 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 19 |
| Zeros (%) | 0.9% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.1684960202 |
|---|---|
| Coefficient of variation (CV) | 0.7422029354 |
| Kurtosis | 1.463038546 |
| Mean | 0.2270214953 |
| Median Absolute Deviation (MAD) | 0.1293965092 |
| Skewness | 1.048766446 |
| Sum | 145.7478 |
| Variance | 0.02839090884 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.2083 | 204 | 10.2% | |
| 0.0417 | 126 | 6.3% | |
| 0.375 | 118 | 5.9% | |
| 0.0833 | 39 | 1.9% | |
| 0.125 | 30 | 1.5% | |
| 0.4167 | 30 | 1.5% | |
| 0.1667 | 23 | 1.1% | |
| 0 | 19 | 0.9% | |
| 0.5 | 12 | 0.6% | |
| 0.6667 | 11 | 0.5% | |
| Other values (8) | 30 | 1.5% | |
| (Missing) | 1358 | 67.9% |
| Value | Count | Frequency (%) | |
| 0 | 19 | 0.9% | |
| 0.0417 | 126 | 6.3% | |
| 0.0833 | 39 | 1.9% | |
| 0.125 | 30 | 1.5% | |
| 0.1667 | 23 | 1.1% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.1% | |
| 0.7917 | 1 | 0.1% | |
| 0.7083 | 10 | 0.5% | |
| 0.6667 | 11 | 0.5% | |
| 0.625 | 2 | 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 1380 |
| Missing (%) | 69.0% |
| Memory size | 15.8 KiB |
| reg oper account | |
|---|---|
| reg oper spec account | 78 |
| not specified | 45 |
| org spec account | 43 |
| Value | Count | Frequency (%) | |
| reg oper account | 454 | 22.7% | |
| reg oper spec account | 78 | 3.9% | |
| not specified | 45 | 2.2% | |
| org spec account | 43 | 2.1% | |
| (Missing) | 1380 | 69.0% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 21 |
|---|---|
| Mean length | 7.1575 |
| Min length | 3 |
HOUR_APPR_PROCESS_START
Real number (ℝ≥0)
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.1225 |
|---|---|
| Minimum | 3 |
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 18 |
| Maximum | 21 |
| Range | 18 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.203377056 |
|---|---|
| Coefficient of variation (CV) | 0.2642505305 |
| Kurtosis | -0.4303476881 |
| Mean | 12.1225 |
| Median Absolute Deviation (MAD) | 2.609425 |
| Skewness | 0.05893508009 |
| Sum | 24245 |
| Variance | 10.26162456 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3. 5.5 6.5 8.5 9.5 ... 15.5 17.5 18.5 19.5 21. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11 | 256 | 12.8% | |
| 10 | 245 | 12.2% | |
| 12 | 220 | 11.0% | |
| 13 | 203 | 10.2% | |
| 14 | 177 | 8.8% | |
| 9 | 171 | 8.6% | |
| 15 | 156 | 7.8% | |
| 16 | 124 | 6.2% | |
| 17 | 109 | 5.5% | |
| 8 | 96 | 4.8% | |
| Other values (9) | 243 | 12.2% |
| Value | Count | Frequency (%) | |
| 3 | 3 | 0.1% | |
| 4 | 9 | 0.4% | |
| 5 | 19 | 0.9% | |
| 6 | 41 | 2.1% | |
| 7 | 70 | 3.5% |
| Value | Count | Frequency (%) | |
| 21 | 1 | 0.1% | |
| 20 | 9 | 0.4% | |
| 19 | 23 | 1.1% | |
| 18 | 68 | 3.4% | |
| 17 | 109 | 5.5% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 1007 |
| Missing (%) | 50.4% |
| Memory size | 15.8 KiB |
| block of flats | |
|---|---|
| specific housing | 10 |
| terraced house | 8 |
| Value | Count | Frequency (%) | |
| block of flats | 975 | 48.8% | |
| specific housing | 10 | 0.5% | |
| terraced house | 8 | 0.4% | |
| (Missing) | 1007 | 50.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 16 |
|---|---|
| Mean length | 8.4715 |
| Min length | 3 |
| Distinct count | 569 |
|---|---|
| Unique (%) | 28.4% |
| Missing | 1188 |
| Missing (%) | 59.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06932253694581281 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.8004 |
| Zeros | 99 |
| Zeros (%) | 5.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.017375 |
| median | 0.0497 |
| Q3 | 0.08855 |
| 95-th percentile | 0.20718 |
| Maximum | 0.8004 |
| Range | 0.8004 |
| Interquartile range (IQR) | 0.071175 |
Descriptive statistics
| Standard deviation | 0.08388490572 |
|---|---|
| Coefficient of variation (CV) | 1.210066876 |
| Kurtosis | 18.66795485 |
| Mean | 0.06932253695 |
| Median Absolute Deviation (MAD) | 0.05286926612 |
| Skewness | 3.464245591 |
| Sum | 56.2899 |
| Variance | 0.007036677408 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 99 | 5.0% | |
| 0.0152 | 3 | 0.1% | |
| 0.0166 | 3 | 0.1% | |
| 0.0477 | 3 | 0.1% | |
| 0.0109 | 3 | 0.1% | |
| 0.0834 | 3 | 0.1% | |
| 0.0306 | 3 | 0.1% | |
| 0.0769 | 3 | 0.1% | |
| 0.0153 | 3 | 0.1% | |
| 0.0374 | 3 | 0.1% | |
| Other values (558) | 686 | 34.3% | |
| (Missing) | 1188 | 59.4% |
| Value | Count | Frequency (%) | |
| 0 | 99 | 5.0% | |
| 0.001 | 1 | 0.1% | |
| 0.0012 | 1 | 0.1% | |
| 0.0016 | 1 | 0.1% | |
| 0.0021 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.8004 | 1 | 0.1% | |
| 0.7533 | 1 | 0.1% | |
| 0.5641 | 1 | 0.1% | |
| 0.5531 | 1 | 0.1% | |
| 0.548 | 1 | 0.1% |
| Distinct count | 568 |
|---|---|
| Unique (%) | 28.4% |
| Missing | 1188 |
| Missing (%) | 59.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07046169950738916 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.8144 |
| Zeros | 104 |
| Zeros (%) | 5.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.017675 |
| median | 0.04975 |
| Q3 | 0.090225 |
| 95-th percentile | 0.21078 |
| Maximum | 0.8144 |
| Range | 0.8144 |
| Interquartile range (IQR) | 0.07255 |
Descriptive statistics
| Standard deviation | 0.08596883844 |
|---|---|
| Coefficient of variation (CV) | 1.22007898 |
| Kurtosis | 18.33564873 |
| Mean | 0.07046169951 |
| Median Absolute Deviation (MAD) | 0.05424871266 |
| Skewness | 3.447071596 |
| Sum | 57.2149 |
| Variance | 0.007390641182 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 104 | 5.2% | |
| 0.0311 | 4 | 0.2% | |
| 0.0725 | 3 | 0.1% | |
| 0.0287 | 3 | 0.1% | |
| 0.0154 | 3 | 0.1% | |
| 0.0098 | 3 | 0.1% | |
| 0.0375 | 3 | 0.1% | |
| 0.0659 | 3 | 0.1% | |
| 0.0295 | 3 | 0.1% | |
| 0.0733 | 3 | 0.1% | |
| Other values (557) | 680 | 34.0% | |
| (Missing) | 1188 | 59.4% |
| Value | Count | Frequency (%) | |
| 0 | 104 | 5.2% | |
| 0.0012 | 1 | 0.1% | |
| 0.0016 | 1 | 0.1% | |
| 0.0022 | 1 | 0.1% | |
| 0.0024 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.8144 | 1 | 0.1% | |
| 0.7664 | 1 | 0.1% | |
| 0.5739 | 1 | 0.1% | |
| 0.5628 | 1 | 0.1% | |
| 0.5576 | 1 | 0.1% |
| Distinct count | 559 |
|---|---|
| Unique (%) | 28.0% |
| Missing | 1188 |
| Missing (%) | 59.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06829667487684729 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.8187 |
| Zeros | 118 |
| Zeros (%) | 5.9% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01495 |
| median | 0.04745 |
| Q3 | 0.088175 |
| 95-th percentile | 0.21036 |
| Maximum | 0.8187 |
| Range | 0.8187 |
| Interquartile range (IQR) | 0.073225 |
Descriptive statistics
| Standard deviation | 0.08596922801 |
|---|---|
| Coefficient of variation (CV) | 1.258761545 |
| Kurtosis | 18.99210759 |
| Mean | 0.06829667488 |
| Median Absolute Deviation (MAD) | 0.05417946049 |
| Skewness | 3.511994092 |
| Sum | 55.4569 |
| Variance | 0.007390708164 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 118 | 5.9% | |
| 0.0111 | 5 | 0.2% | |
| 0.0289 | 4 | 0.2% | |
| 0.0145 | 4 | 0.2% | |
| 0.0475 | 4 | 0.2% | |
| 0.0331 | 4 | 0.2% | |
| 0.0323 | 3 | 0.1% | |
| 0.0155 | 3 | 0.1% | |
| 0.0081 | 3 | 0.1% | |
| 0.0161 | 3 | 0.1% | |
| Other values (548) | 661 | 33.1% | |
| (Missing) | 1188 | 59.4% |
| Value | Count | Frequency (%) | |
| 0 | 118 | 5.9% | |
| 0.0013 | 1 | 0.1% | |
| 0.0016 | 1 | 0.1% | |
| 0.0022 | 1 | 0.1% | |
| 0.0024 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.8187 | 1 | 0.1% | |
| 0.7705 | 1 | 0.1% | |
| 0.577 | 1 | 0.1% | |
| 0.5658 | 1 | 0.1% | |
| 0.5605 | 1 | 0.1% |
LIVE_CITY_NOT_WORK_CITY
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1657 | 82.8% | |
| 1 | 343 | 17.2% |
LIVE_REGION_NOT_WORK_REGION
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 79 |
| Value | Count | Frequency (%) | |
| 0 | 1921 | 96.0% | |
| 1 | 79 | 4.0% |
| Distinct count | 274 |
|---|---|
| Unique (%) | 13.7% |
| Missing | 1370 |
| Missing (%) | 68.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10334238095238095 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.6438 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01318 |
| Q1 | 0.048125 |
| median | 0.0756 |
| Q3 | 0.121 |
| 95-th percentile | 0.30644 |
| Maximum | 0.6438 |
| Range | 0.6438 |
| Interquartile range (IQR) | 0.072875 |
Descriptive statistics
| Standard deviation | 0.09653688816 |
|---|---|
| Coefficient of variation (CV) | 0.9341461584 |
| Kurtosis | 7.817559061 |
| Mean | 0.103342381 |
| Median Absolute Deviation (MAD) | 0.06514987906 |
| Skewness | 2.449517076 |
| Sum | 65.1057 |
| Variance | 0.009319370777 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0504 | 26 | 1.3% | |
| 0.0672 | 24 | 1.2% | |
| 0.0756 | 21 | 1.1% | |
| 0.0588 | 16 | 0.8% | |
| 0.0134 | 15 | 0.8% | |
| 0.0067 | 11 | 0.5% | |
| 0.1 | 11 | 0.5% | |
| 0.121 | 11 | 0.5% | |
| 0.0336 | 11 | 0.5% | |
| 0.0841 | 10 | 0.5% | |
| Other values (263) | 474 | 23.7% | |
| (Missing) | 1370 | 68.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 0.0017 | 1 | 0.1% | |
| 0.0025 | 1 | 0.1% | |
| 0.0034 | 1 | 0.1% | |
| 0.0042 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.6438 | 1 | 0.1% | |
| 0.6262 | 1 | 0.1% | |
| 0.6195 | 1 | 0.1% | |
| 0.5707 | 1 | 0.1% | |
| 0.5699 | 1 | 0.1% |
| Distinct count | 249 |
|---|---|
| Unique (%) | 12.4% |
| Missing | 1370 |
| Missing (%) | 68.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10464000000000001 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.655 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01348 |
| Q1 | 0.0481 |
| median | 0.077 |
| Q3 | 0.1223 |
| 95-th percentile | 0.31174 |
| Maximum | 0.655 |
| Range | 0.655 |
| Interquartile range (IQR) | 0.0742 |
Descriptive statistics
| Standard deviation | 0.09865710826 |
|---|---|
| Coefficient of variation (CV) | 0.9428240469 |
| Kurtosis | 7.936605845 |
| Mean | 0.10464 |
| Median Absolute Deviation (MAD) | 0.06618311111 |
| Skewness | 2.485356639 |
| Sum | 65.9232 |
| Variance | 0.009733225011 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0513 | 28 | 1.4% | |
| 0.0684 | 26 | 1.3% | |
| 0.077 | 24 | 1.2% | |
| 0.0599 | 16 | 0.8% | |
| 0.0137 | 14 | 0.7% | |
| 0.0342 | 12 | 0.6% | |
| 0.1231 | 11 | 0.5% | |
| 0.0068 | 11 | 0.5% | |
| 0.1018 | 11 | 0.5% | |
| 0.0855 | 10 | 0.5% | |
| Other values (238) | 467 | 23.4% | |
| (Missing) | 1370 | 68.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 0.0017 | 1 | 0.1% | |
| 0.0026 | 1 | 0.1% | |
| 0.0034 | 1 | 0.1% | |
| 0.0043 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.655 | 1 | 0.1% | |
| 0.637 | 1 | 0.1% | |
| 0.6302 | 1 | 0.1% | |
| 0.5806 | 1 | 0.1% | |
| 0.5797 | 1 | 0.1% |
| Distinct count | 233 |
|---|---|
| Unique (%) | 11.7% |
| Missing | 1370 |
| Missing (%) | 68.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10868095238095239 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.7034 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01235 |
| Q1 | 0.0496 |
| median | 0.07855 |
| Q3 | 0.131075 |
| 95-th percentile | 0.33223 |
| Maximum | 0.7034 |
| Range | 0.7034 |
| Interquartile range (IQR) | 0.081475 |
Descriptive statistics
| Standard deviation | 0.1044744489 |
|---|---|
| Coefficient of variation (CV) | 0.9612949339 |
| Kurtosis | 8.055010727 |
| Mean | 0.1086809524 |
| Median Absolute Deviation (MAD) | 0.06993936508 |
| Skewness | 2.504196089 |
| Sum | 68.469 |
| Variance | 0.01091491048 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0551 | 31 | 1.6% | |
| 0.0735 | 27 | 1.4% | |
| 0.0826 | 21 | 1.1% | |
| 0.0643 | 18 | 0.9% | |
| 0.0367 | 15 | 0.8% | |
| 0.0147 | 14 | 0.7% | |
| 0.022 | 12 | 0.6% | |
| 0.0073 | 12 | 0.6% | |
| 0.1322 | 11 | 0.5% | |
| 0.1093 | 11 | 0.5% | |
| Other values (222) | 458 | 22.9% | |
| (Missing) | 1370 | 68.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 0.0018 | 2 | 0.1% | |
| 0.0028 | 1 | 0.1% | |
| 0.0037 | 1 | 0.1% | |
| 0.0046 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.7034 | 1 | 0.1% | |
| 0.6841 | 1 | 0.1% | |
| 0.6768 | 1 | 0.1% | |
| 0.6226 | 1 | 0.1% | |
| 0.6152 | 1 | 0.1% |
| Distinct count | 802 |
|---|---|
| Unique (%) | 40.1% |
| Missing | 1012 |
| Missing (%) | 50.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1144497975708502 |
|---|---|
| Minimum | 0.0012 |
| Maximum | 0.9756 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.0012 |
|---|---|
| 5-th percentile | 0.0103 |
| Q1 | 0.046025 |
| median | 0.082 |
| Q3 | 0.142575 |
| 95-th percentile | 0.33854 |
| Maximum | 0.9756 |
| Range | 0.9744 |
| Interquartile range (IQR) | 0.09655 |
Descriptive statistics
| Standard deviation | 0.1167607756 |
|---|---|
| Coefficient of variation (CV) | 1.020192067 |
| Kurtosis | 11.15793067 |
| Mean | 0.1144497976 |
| Median Absolute Deviation (MAD) | 0.07795337081 |
| Skewness | 2.776726179 |
| Sum | 113.0764 |
| Variance | 0.01363307871 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0126 | 5 | 0.2% | |
| 0.0149 | 4 | 0.2% | |
| 0.0518 | 4 | 0.2% | |
| 0.0103 | 4 | 0.2% | |
| 0.0667 | 4 | 0.2% | |
| 0.1501 | 4 | 0.2% | |
| 0.0358 | 3 | 0.1% | |
| 0.0359 | 3 | 0.1% | |
| 0.0081 | 3 | 0.1% | |
| 0.0732 | 3 | 0.1% | |
| Other values (791) | 951 | 47.5% | |
| (Missing) | 1012 | 50.6% |
| Value | Count | Frequency (%) | |
| 0.0012 | 1 | 0.1% | |
| 0.0018 | 1 | 0.1% | |
| 0.002 | 2 | 0.1% | |
| 0.0022 | 1 | 0.1% | |
| 0.0024 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9756 | 1 | 0.1% | |
| 0.8573 | 1 | 0.1% | |
| 0.8045 | 1 | 0.1% | |
| 0.7792 | 1 | 0.1% | |
| 0.7688 | 1 | 0.1% |
| Distinct count | 787 |
|---|---|
| Unique (%) | 39.4% |
| Missing | 1012 |
| Missing (%) | 50.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11589595141700404 |
|---|---|
| Minimum | 0.0013 |
| Maximum | 0.9931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.0013 |
|---|---|
| 5-th percentile | 0.0104 |
| Q1 | 0.047125 |
| median | 0.08205 |
| Q3 | 0.1445 |
| 95-th percentile | 0.33735 |
| Maximum | 0.9931 |
| Range | 0.9918 |
| Interquartile range (IQR) | 0.097375 |
Descriptive statistics
| Standard deviation | 0.1187832423 |
|---|---|
| Coefficient of variation (CV) | 1.024912784 |
| Kurtosis | 11.23457551 |
| Mean | 0.1158959514 |
| Median Absolute Deviation (MAD) | 0.07924311659 |
| Skewness | 2.78897776 |
| Sum | 114.5052 |
| Variance | 0.01410945865 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1528 | 4 | 0.2% | |
| 0.0082 | 4 | 0.2% | |
| 0.0679 | 4 | 0.2% | |
| 0.0104 | 4 | 0.2% | |
| 0.061 | 4 | 0.2% | |
| 0.0095 | 4 | 0.2% | |
| 0.0152 | 4 | 0.2% | |
| 0.0128 | 4 | 0.2% | |
| 0.0715 | 3 | 0.1% | |
| 0.0323 | 3 | 0.1% | |
| Other values (776) | 950 | 47.5% | |
| (Missing) | 1012 | 50.6% |
| Value | Count | Frequency (%) | |
| 0.0013 | 1 | 0.1% | |
| 0.0018 | 1 | 0.1% | |
| 0.002 | 2 | 0.1% | |
| 0.0022 | 1 | 0.1% | |
| 0.0024 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9931 | 1 | 0.1% | |
| 0.8727 | 1 | 0.1% | |
| 0.8189 | 1 | 0.1% | |
| 0.7932 | 1 | 0.1% | |
| 0.7827 | 1 | 0.1% |
| Distinct count | 786 |
|---|---|
| Unique (%) | 39.3% |
| Missing | 1012 |
| Missing (%) | 50.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11271174089068826 |
|---|---|
| Minimum | 0.0013 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.0013 |
|---|---|
| 5-th percentile | 0.00994 |
| Q1 | 0.042575 |
| median | 0.0761 |
| Q3 | 0.139925 |
| 95-th percentile | 0.33585 |
| Maximum | 1 |
| Range | 0.9987 |
| Interquartile range (IQR) | 0.09735 |
Descriptive statistics
| Standard deviation | 0.1185989499 |
|---|---|
| Coefficient of variation (CV) | 1.052232438 |
| Kurtosis | 11.73259566 |
| Mean | 0.1127117409 |
| Median Absolute Deviation (MAD) | 0.07876915127 |
| Skewness | 2.85607132 |
| Sum | 111.3592 |
| Variance | 0.01406571093 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0107 | 5 | 0.2% | |
| 0.0131 | 4 | 0.2% | |
| 0.0731 | 4 | 0.2% | |
| 0.0523 | 4 | 0.2% | |
| 0.1564 | 4 | 0.2% | |
| 0.0535 | 4 | 0.2% | |
| 0.0156 | 4 | 0.2% | |
| 0.0971 | 3 | 0.1% | |
| 0.0038 | 3 | 0.1% | |
| 0.0562 | 3 | 0.1% | |
| Other values (775) | 950 | 47.5% | |
| (Missing) | 1012 | 50.6% |
| Value | Count | Frequency (%) | |
| 0.0013 | 1 | 0.1% | |
| 0.0018 | 1 | 0.1% | |
| 0.0021 | 2 | 0.1% | |
| 0.0023 | 1 | 0.1% | |
| 0.0024 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.8932 | 1 | 0.1% | |
| 0.8367 | 1 | 0.1% | |
| 0.801 | 1 | 0.1% | |
| 0.7722 | 1 | 0.1% |
NAME_CONTRACT_TYPE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| Cash loans | |
|---|---|
| Revolving loans | 179 |
| Value | Count | Frequency (%) | |
| Cash loans | 1821 | 91.0% | |
| Revolving loans | 179 | 8.9% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 15 |
|---|---|
| Mean length | 10.4475 |
| Min length | 10 |
NAME_EDUCATION_TYPE
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| Secondary / secondary special | |
|---|---|
| Higher education | |
| Incomplete higher | 68 |
| Lower secondary | 24 |
| Academic degree | 3 |
| Value | Count | Frequency (%) | |
| Secondary / secondary special | 1424 | 71.2% | |
| Higher education | 481 | 24.1% | |
| Incomplete higher | 68 | 3.4% | |
| Lower secondary | 24 | 1.2% | |
| Academic degree | 3 | 0.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 29 |
|---|---|
| Mean length | 25.2765 |
| Min length | 15 |
NAME_FAMILY_STATUS
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| Married | |
|---|---|
| Single / not married | |
| Civil marriage | 179 |
| Separated | 136 |
| Widow | 113 |
| Value | Count | Frequency (%) | |
| Married | 1275 | 63.7% | |
| Single / not married | 297 | 14.8% | |
| Civil marriage | 179 | 8.9% | |
| Separated | 136 | 6.8% | |
| Widow | 113 | 5.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 20 |
|---|---|
| Mean length | 9.58 |
| Min length | 5 |
NAME_HOUSING_TYPE
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| House / apartment | |
|---|---|
| Municipal apartment | 78 |
| With parents | 77 |
| Rented apartment | 36 |
| Office apartment | 14 |
| Value | Count | Frequency (%) | |
| House / apartment | 1789 | 89.5% | |
| Municipal apartment | 78 | 3.9% | |
| With parents | 77 | 3.9% | |
| Rented apartment | 36 | 1.8% | |
| Office apartment | 14 | 0.7% | |
| Co-op apartment | 6 | 0.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 19 |
|---|---|
| Mean length | 16.8545 |
| Min length | 12 |
NAME_INCOME_TYPE
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| Working | |
|---|---|
| Commercial associate | |
| Pensioner | |
| State servant | 137 |
| Value | Count | Frequency (%) | |
| Working | 1037 | 51.8% | |
| Commercial associate | 438 | 21.9% | |
| Pensioner | 388 | 19.4% | |
| State servant | 137 | 6.9% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 20 |
|---|---|
| Mean length | 10.646 |
| Min length | 7 |
NAME_TYPE_SUITE
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 13 |
| Missing (%) | 0.6% |
| Memory size | 15.8 KiB |
| Unaccompanied | |
|---|---|
| Family | 263 |
| Spouse, partner | 79 |
| Children | 22 |
| Other_B | 10 |
| Other values (2) | 6 |
| Value | Count | Frequency (%) | |
| Unaccompanied | 1607 | 80.3% | |
| Family | 263 | 13.2% | |
| Spouse, partner | 79 | 4.0% | |
| Children | 22 | 1.1% | |
| Other_B | 10 | 0.5% | |
| Other_A | 4 | 0.2% | |
| Group of people | 2 | 0.1% | |
| (Missing) | 13 | 0.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 15 |
|---|---|
| Mean length | 11.9985 |
| Min length | 3 |
| Distinct count | 45 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 1387 |
| Missing (%) | 69.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008606688417618271 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.695 |
| Zeros | 356 |
| Zeros (%) | 17.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 0.0347 |
| Maximum | 0.695 |
| Range | 0.695 |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | 0.03953749942 |
|---|---|
| Coefficient of variation (CV) | 4.593810941 |
| Kurtosis | 187.4155364 |
| Mean | 0.008606688418 |
| Median Absolute Deviation (MAD) | 0.01190148256 |
| Skewness | 12.53232352 |
| Sum | 5.2759 |
| Variance | 0.00156321386 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 356 | 17.8% | |
| 0.0039 | 94 | 4.7% | |
| 0.0077 | 40 | 2.0% | |
| 0.0116 | 25 | 1.2% | |
| 0.0154 | 16 | 0.8% | |
| 0.0193 | 10 | 0.5% | |
| 0.0232 | 9 | 0.4% | |
| 0.0347 | 8 | 0.4% | |
| 0.0019 | 6 | 0.3% | |
| 0.027 | 5 | 0.2% | |
| Other values (34) | 44 | 2.2% | |
| (Missing) | 1387 | 69.3% |
| Value | Count | Frequency (%) | |
| 0 | 356 | 17.8% | |
| 0.0008 | 2 | 0.1% | |
| 0.0013 | 1 | 0.1% | |
| 0.0015 | 1 | 0.1% | |
| 0.0019 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.695 | 1 | 0.1% | |
| 0.4788 | 1 | 0.1% | |
| 0.3089 | 1 | 0.1% | |
| 0.2201 | 1 | 0.1% | |
| 0.166 | 1 | 0.1% |
| Distinct count | 33 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 1387 |
| Missing (%) | 69.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008367210440456772 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.6987 |
| Zeros | 365 |
| Zeros (%) | 18.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 0.0311 |
| Maximum | 0.6987 |
| Range | 0.6987 |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | 0.03961204203 |
|---|---|
| Coefficient of variation (CV) | 4.734199327 |
| Kurtosis | 190.4162586 |
| Mean | 0.00836721044 |
| Median Absolute Deviation (MAD) | 0.01161896165 |
| Skewness | 12.67487106 |
| Sum | 5.1291 |
| Variance | 0.001569113874 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 365 | 18.2% | |
| 0.0039 | 93 | 4.7% | |
| 0.0078 | 41 | 2.1% | |
| 0.0116 | 25 | 1.2% | |
| 0.0155 | 17 | 0.9% | |
| 0.0194 | 10 | 0.5% | |
| 0.0233 | 9 | 0.4% | |
| 0.0019 | 9 | 0.4% | |
| 0.0349 | 8 | 0.4% | |
| 0.0272 | 6 | 0.3% | |
| Other values (22) | 30 | 1.5% | |
| (Missing) | 1387 | 69.3% |
| Value | Count | Frequency (%) | |
| 0 | 365 | 18.2% | |
| 0.0019 | 9 | 0.4% | |
| 0.0039 | 93 | 4.7% | |
| 0.0058 | 4 | 0.2% | |
| 0.0078 | 41 | 2.1% |
| Value | Count | Frequency (%) | |
| 0.6987 | 1 | 0.1% | |
| 0.4814 | 1 | 0.1% | |
| 0.3106 | 1 | 0.1% | |
| 0.2213 | 1 | 0.1% | |
| 0.1669 | 1 | 0.1% |
| Distinct count | 28 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 1387 |
| Missing (%) | 69.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007938336052202283 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.7004 |
| Zeros | 387 |
| Zeros (%) | 19.4% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 0.02876 |
| Maximum | 0.7004 |
| Range | 0.7004 |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | 0.03839969808 |
|---|---|
| Coefficient of variation (CV) | 4.837247733 |
| Kurtosis | 200.6335225 |
| Mean | 0.007938336052 |
| Median Absolute Deviation (MAD) | 0.01126621994 |
| Skewness | 12.87181872 |
| Sum | 4.8662 |
| Variance | 0.001474536812 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 387 | 19.4% | |
| 0.0039 | 93 | 4.7% | |
| 0.0078 | 39 | 1.9% | |
| 0.0117 | 24 | 1.2% | |
| 0.0156 | 15 | 0.8% | |
| 0.0195 | 10 | 0.5% | |
| 0.0233 | 9 | 0.4% | |
| 0.035 | 8 | 0.4% | |
| 0.0272 | 5 | 0.2% | |
| 0.0506 | 3 | 0.1% | |
| Other values (17) | 20 | 1.0% | |
| (Missing) | 1387 | 69.3% |
| Value | Count | Frequency (%) | |
| 0 | 387 | 19.4% | |
| 0.0039 | 93 | 4.7% | |
| 0.0078 | 39 | 1.9% | |
| 0.0117 | 24 | 1.2% | |
| 0.0156 | 15 | 0.8% |
| Value | Count | Frequency (%) | |
| 0.7004 | 1 | 0.1% | |
| 0.4125 | 1 | 0.1% | |
| 0.3113 | 1 | 0.1% | |
| 0.2218 | 1 | 0.1% | |
| 0.1673 | 1 | 0.1% |
| Distinct count | 390 |
|---|---|
| Unique (%) | 19.5% |
| Missing | 1101 |
| Missing (%) | 55.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028518576195773082 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 369 |
| Zeros (%) | 18.4% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0041 |
| Q3 | 0.02745 |
| 95-th percentile | 0.12889 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02745 |
Descriptive statistics
| Standard deviation | 0.06555729366 |
|---|---|
| Coefficient of variation (CV) | 2.298757596 |
| Kurtosis | 65.60066725 |
| Mean | 0.0285185762 |
| Median Absolute Deviation (MAD) | 0.03594473306 |
| Skewness | 6.266839154 |
| Sum | 25.6382 |
| Variance | 0.004297758753 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 369 | 18.4% | |
| 0.0011 | 6 | 0.3% | |
| 0.0039 | 6 | 0.3% | |
| 0.0042 | 5 | 0.2% | |
| 0.009 | 4 | 0.2% | |
| 0.0065 | 4 | 0.2% | |
| 0.0029 | 4 | 0.2% | |
| 0.001 | 4 | 0.2% | |
| 0.003 | 4 | 0.2% | |
| 0.0141 | 4 | 0.2% | |
| Other values (379) | 489 | 24.4% | |
| (Missing) | 1101 | 55.0% |
| Value | Count | Frequency (%) | |
| 0 | 369 | 18.4% | |
| 0.0004 | 1 | 0.1% | |
| 0.0005 | 1 | 0.1% | |
| 0.0006 | 2 | 0.1% | |
| 0.0007 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.5506 | 1 | 0.1% | |
| 0.508 | 1 | 0.1% | |
| 0.4335 | 1 | 0.1% | |
| 0.3646 | 1 | 0.1% |
| Distinct count | 374 |
|---|---|
| Unique (%) | 18.7% |
| Missing | 1101 |
| Missing (%) | 55.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028565406006674083 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 381 |
| Zeros (%) | 19.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0035 |
| Q3 | 0.02705 |
| 95-th percentile | 0.13114 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02705 |
Descriptive statistics
| Standard deviation | 0.06661735625 |
|---|---|
| Coefficient of variation (CV) | 2.332099051 |
| Kurtosis | 62.60758 |
| Mean | 0.02856540601 |
| Median Absolute Deviation (MAD) | 0.0364818925 |
| Skewness | 6.152868394 |
| Sum | 25.6803 |
| Variance | 0.004437872154 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 381 | 19.1% | |
| 0.0011 | 6 | 0.3% | |
| 0.0043 | 6 | 0.3% | |
| 0.0025 | 5 | 0.2% | |
| 0.001 | 4 | 0.2% | |
| 0.0031 | 4 | 0.2% | |
| 0.003 | 4 | 0.2% | |
| 0.0029 | 4 | 0.2% | |
| 0.0042 | 4 | 0.2% | |
| 0.0092 | 4 | 0.2% | |
| Other values (363) | 477 | 23.8% | |
| (Missing) | 1101 | 55.0% |
| Value | Count | Frequency (%) | |
| 0 | 381 | 19.1% | |
| 0.0004 | 1 | 0.1% | |
| 0.0005 | 1 | 0.1% | |
| 0.0007 | 1 | 0.1% | |
| 0.0008 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.5622 | 1 | 0.1% | |
| 0.5187 | 1 | 0.1% | |
| 0.4425 | 1 | 0.1% | |
| 0.3722 | 1 | 0.1% |
| Distinct count | 350 |
|---|---|
| Unique (%) | 17.5% |
| Missing | 1101 |
| Missing (%) | 55.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.027284649610678533 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 421 |
| Zeros (%) | 21.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0022 |
| Q3 | 0.02355 |
| 95-th percentile | 0.13059 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02355 |
Descriptive statistics
| Standard deviation | 0.06771654327 |
|---|---|
| Coefficient of variation (CV) | 2.481854971 |
| Kurtosis | 61.1882641 |
| Mean | 0.02728464961 |
| Median Absolute Deviation (MAD) | 0.03601285324 |
| Skewness | 6.195949856 |
| Sum | 24.5289 |
| Variance | 0.004585530232 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 421 | 21.1% | |
| 0.0045 | 6 | 0.3% | |
| 0.0011 | 5 | 0.2% | |
| 0.006 | 5 | 0.2% | |
| 0.0044 | 5 | 0.2% | |
| 0.0069 | 4 | 0.2% | |
| 0.0042 | 4 | 0.2% | |
| 0.0023 | 4 | 0.2% | |
| 0.0036 | 4 | 0.2% | |
| 0.003 | 4 | 0.2% | |
| Other values (339) | 437 | 21.9% | |
| (Missing) | 1101 | 55.0% |
| Value | Count | Frequency (%) | |
| 0 | 421 | 21.1% | |
| 0.0002 | 1 | 0.1% | |
| 0.0003 | 1 | 0.1% | |
| 0.0007 | 1 | 0.1% | |
| 0.0008 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.5829 | 1 | 0.1% | |
| 0.5378 | 1 | 0.1% | |
| 0.4589 | 1 | 0.1% | |
| 0.3859 | 1 | 0.1% |
| Distinct count | 20 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 6 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4719157472417252 |
|---|---|
| Minimum | 0.0 |
| Maximum | 20.0 |
| Zeros | 1059 |
| Zeros (%) | 52.9% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.407436139 |
|---|---|
| Coefficient of variation (CV) | 1.635580123 |
| Kurtosis | 7.824212418 |
| Mean | 1.471915747 |
| Median Absolute Deviation (MAD) | 1.710183208 |
| Skewness | 2.474790405 |
| Sum | 2935 |
| Variance | 5.795748762 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1059 | 52.9% | |
| 1 | 310 | 15.5% | |
| 2 | 211 | 10.5% | |
| 3 | 121 | 6.0% | |
| 4 | 93 | 4.7% | |
| 5 | 61 | 3.0% | |
| 6 | 36 | 1.8% | |
| 7 | 31 | 1.6% | |
| 9 | 19 | 0.9% | |
| 8 | 18 | 0.9% | |
| Other values (9) | 35 | 1.8% |
| Value | Count | Frequency (%) | |
| 0 | 1059 | 52.9% | |
| 1 | 310 | 15.5% | |
| 2 | 211 | 10.5% | |
| 3 | 121 | 6.0% | |
| 4 | 93 | 4.7% |
| Value | Count | Frequency (%) | |
| 20 | 1 | 0.1% | |
| 17 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 15 | 2 | 0.1% | |
| 14 | 2 | 0.1% |
| Distinct count | 20 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 6 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4518555667001003 |
|---|---|
| Minimum | 0.0 |
| Maximum | 20.0 |
| Zeros | 1065 |
| Zeros (%) | 53.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.38176276 |
|---|---|
| Coefficient of variation (CV) | 1.640495663 |
| Kurtosis | 7.986050288 |
| Mean | 1.451855567 |
| Median Absolute Deviation (MAD) | 1.690922316 |
| Skewness | 2.488955444 |
| Sum | 2895 |
| Variance | 5.672793846 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1065 | 53.2% | |
| 1 | 309 | 15.4% | |
| 2 | 212 | 10.6% | |
| 3 | 120 | 6.0% | |
| 4 | 90 | 4.5% | |
| 5 | 63 | 3.1% | |
| 7 | 34 | 1.7% | |
| 6 | 33 | 1.7% | |
| 9 | 19 | 0.9% | |
| 8 | 16 | 0.8% | |
| Other values (9) | 33 | 1.7% |
| Value | Count | Frequency (%) | |
| 0 | 1065 | 53.2% | |
| 1 | 309 | 15.4% | |
| 2 | 212 | 10.6% | |
| 3 | 120 | 6.0% | |
| 4 | 90 | 4.5% |
| Value | Count | Frequency (%) | |
| 20 | 1 | 0.1% | |
| 17 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 15 | 2 | 0.1% | |
| 14 | 1 | 0.1% |
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 635 |
| Missing (%) | 31.8% |
| Memory size | 15.8 KiB |
| Laborers | |
|---|---|
| Sales staff | |
| Core staff | |
| Managers | |
| Drivers | |
| Other values (13) |
| Value | Count | Frequency (%) | |
| Laborers | 360 | 18.0% | |
| Sales staff | 185 | 9.2% | |
| Core staff | 167 | 8.3% | |
| Managers | 127 | 6.3% | |
| Drivers | 125 | 6.2% | |
| High skill tech staff | 81 | 4.0% | |
| Accountants | 74 | 3.7% | |
| Medicine staff | 54 | 2.7% | |
| Cooking staff | 45 | 2.2% | |
| Security staff | 41 | 2.1% | |
| Other values (8) | 106 | 5.3% | |
| (Missing) | 635 | 31.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 21 |
|---|---|
| Mean length | 8.234 |
| Min length | 3 |
| Distinct count | 53 |
|---|---|
| Unique (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| Business Entity Type 3 | |
|---|---|
| XNA | |
| Self-employed | |
| Other | 100 |
| Government | 70 |
| Other values (48) |
| Value | Count | Frequency (%) | |
| Business Entity Type 3 | 419 | 20.9% | |
| XNA | 388 | 19.4% | |
| Self-employed | 233 | 11.7% | |
| Other | 100 | 5.0% | |
| Government | 70 | 3.5% | |
| Medicine | 68 | 3.4% | |
| School | 67 | 3.4% | |
| Business Entity Type 2 | 59 | 2.9% | |
| Trade: type 7 | 50 | 2.5% | |
| Business Entity Type 1 | 50 | 2.5% | |
| Other values (43) | 496 | 24.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 22 |
|---|---|
| Mean length | 12.32 |
| Min length | 3 |
| Distinct count | 42 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 1324 |
| Missing (%) | 66.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.346153846153847 |
|---|---|
| Minimum | 0.0 |
| Maximum | 65.0 |
| Zeros | 15 |
| Zeros (%) | 0.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 9 |
| Q3 | 16 |
| 95-th percentile | 29.25 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 11.82082281 |
|---|---|
| Coefficient of variation (CV) | 0.9574498224 |
| Kurtosis | 9.176523715 |
| Mean | 12.34615385 |
| Median Absolute Deviation (MAD) | 7.605939918 |
| Skewness | 2.725009622 |
| Sum | 8346 |
| Variance | 139.7318519 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 7 | 57 | 2.9% | |
| 6 | 44 | 2.2% | |
| 8 | 40 | 2.0% | |
| 9 | 37 | 1.8% | |
| 3 | 37 | 1.8% | |
| 10 | 31 | 1.6% | |
| 1 | 31 | 1.6% | |
| 12 | 29 | 1.5% | |
| 17 | 29 | 1.5% | |
| 2 | 29 | 1.5% | |
| Other values (31) | 312 | 15.6% | |
| (Missing) | 1324 | 66.2% |
| Value | Count | Frequency (%) | |
| 0 | 15 | 0.8% | |
| 1 | 31 | 1.6% | |
| 2 | 29 | 1.5% | |
| 3 | 37 | 1.8% | |
| 4 | 26 | 1.3% |
| Value | Count | Frequency (%) | |
| 65 | 3 | 0.1% | |
| 64 | 18 | 0.9% | |
| 46 | 1 | 0.1% | |
| 41 | 1 | 0.1% | |
| 40 | 1 | 0.1% |
REG_CITY_NOT_LIVE_CITY
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 163 |
| Value | Count | Frequency (%) | |
| 0 | 1837 | 91.8% | |
| 1 | 163 | 8.2% |
REG_CITY_NOT_WORK_CITY
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1540 | 77.0% | |
| 1 | 460 | 23.0% |
REG_REGION_NOT_LIVE_REGION
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 32 |
| Value | Count | Frequency (%) | |
| 0 | 1968 | 98.4% | |
| 1 | 32 | 1.6% |
REG_REGION_NOT_WORK_REGION
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 100 |
| Value | Count | Frequency (%) | |
| 0 | 1900 | 95.0% | |
| 1 | 100 | 5.0% |
REGION_POPULATION_RELATIVE
Real number (ℝ≥0)
| Distinct count | 78 |
|---|---|
| Unique (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0209283805 |
|---|---|
| Minimum | 0.001276 |
| Maximum | 0.072508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.001276 |
|---|---|
| 5-th percentile | 0.005084 |
| Q1 | 0.010032 |
| median | 0.01885 |
| Q3 | 0.026392 |
| 95-th percentile | 0.04622 |
| Maximum | 0.072508 |
| Range | 0.071232 |
| Interquartile range (IQR) | 0.01636 |
Descriptive statistics
| Standard deviation | 0.0138211968 |
|---|---|
| Coefficient of variation (CV) | 0.6604045066 |
| Kurtosis | 3.638912116 |
| Mean | 0.0209283805 |
| Median Absolute Deviation (MAD) | 0.01009049506 |
| Skewness | 1.597422827 |
| Sum | 41.856761 |
| Variance | 0.000191025481 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.001276 0.0049045 0.005114 0.0061075 0.006936 ... 0.025778 0.031042 0.031945 0.041006 0.072508 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.04622 | 87 | 4.3% | |
| 0.026392 | 85 | 4.2% | |
| 0.035792 | 83 | 4.2% | |
| 0.031329 | 78 | 3.9% | |
| 0.030755 | 76 | 3.8% | |
| 0.028663 | 73 | 3.6% | |
| 0.025164 | 71 | 3.5% | |
| 0.019101 | 69 | 3.5% | |
| 0.01885 | 66 | 3.3% | |
| 0.072508 | 59 | 2.9% | |
| Other values (68) | 1253 | 62.6% |
| Value | Count | Frequency (%) | |
| 0.001276 | 1 | 0.1% | |
| 0.001333 | 1 | 0.1% | |
| 0.001417 | 2 | 0.1% | |
| 0.002042 | 15 | 0.8% | |
| 0.002134 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 0.072508 | 59 | 2.9% | |
| 0.04622 | 87 | 4.3% | |
| 0.035792 | 83 | 4.2% | |
| 0.032561 | 38 | 1.9% | |
| 0.031329 | 78 | 3.9% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 | 211 |
| Value | Count | Frequency (%) | |
| 2 | 1487 | 74.4% | |
| 3 | 302 | 15.1% | |
| 1 | 211 | 10.5% |
Composition
| Contains chars | False |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 2 | |
|---|---|
| 3 | 270 |
| 1 | 223 |
| Value | Count | Frequency (%) | |
| 2 | 1507 | 75.3% | |
| 3 | 270 | 13.5% | |
| 1 | 223 | 11.2% |
Composition
| Contains chars | False |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 2000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 276142.739 |
|---|---|
| Minimum | 100069 |
| Maximum | 455900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 100069 |
|---|---|
| 5-th percentile | 119586.95 |
| Q1 | 188200 |
| median | 275400 |
| Q3 | 364669 |
| 95-th percentile | 436515.7 |
| Maximum | 455900 |
| Range | 355831 |
| Interquartile range (IQR) | 176469 |
Descriptive statistics
| Standard deviation | 102321.1165 |
|---|---|
| Coefficient of variation (CV) | 0.3705370522 |
| Kurtosis | -1.190608146 |
| Mean | 276142.739 |
| Median Absolute Deviation (MAD) | 88540.42443 |
| Skewness | 0.03217955889 |
| Sum | 552285478 |
| Variance | 1.046961088e+10 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[100069. 455900.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 422605 | 1 | 0.1% | |
| 212331 | 1 | 0.1% | |
| 206158 | 1 | 0.1% | |
| 416370 | 1 | 0.1% | |
| 378196 | 1 | 0.1% | |
| 203670 | 1 | 0.1% | |
| 384347 | 1 | 0.1% | |
| 283996 | 1 | 0.1% | |
| 182184 | 1 | 0.1% | |
| 441695 | 1 | 0.1% | |
| Other values (1990) | 1990 | 99.5% |
| Value | Count | Frequency (%) | |
| 100069 | 1 | 0.1% | |
| 100363 | 1 | 0.1% | |
| 100554 | 1 | 0.1% | |
| 100597 | 1 | 0.1% | |
| 100614 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 455900 | 1 | 0.1% | |
| 455814 | 1 | 0.1% | |
| 455577 | 1 | 0.1% | |
| 455445 | 1 | 0.1% | |
| 455356 | 1 | 0.1% |
TARGET
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 | 161 |
| Value | Count | Frequency (%) | |
| 0 | 1839 | 92.0% | |
| 1 | 161 | 8.1% |
| Distinct count | 802 |
|---|---|
| Unique (%) | 40.1% |
| Missing | 972 |
| Missing (%) | 48.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10478511673151751 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0081 |
| Q1 | 0.0409 |
| median | 0.07145 |
| Q3 | 0.13775 |
| 95-th percentile | 0.29729 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.09685 |
Descriptive statistics
| Standard deviation | 0.104339514 |
|---|---|
| Coefficient of variation (CV) | 0.9957474615 |
| Kurtosis | 10.52832423 |
| Mean | 0.1047851167 |
| Median Absolute Deviation (MAD) | 0.07288141948 |
| Skewness | 2.553266908 |
| Sum | 107.7191 |
| Variance | 0.01088673418 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0734 | 6 | 0.3% | |
| 0.0081 | 4 | 0.2% | |
| 0.0593 | 4 | 0.2% | |
| 0.0525 | 4 | 0.2% | |
| 0.056 | 4 | 0.2% | |
| 0.0682 | 4 | 0.2% | |
| 0.0883 | 4 | 0.2% | |
| 0.0448 | 3 | 0.1% | |
| 0.002 | 3 | 0.1% | |
| 0.0069 | 3 | 0.1% | |
| Other values (791) | 989 | 49.5% | |
| (Missing) | 972 | 48.6% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.1% | |
| 0.0014 | 1 | 0.1% | |
| 0.0016 | 2 | 0.1% | |
| 0.0017 | 2 | 0.1% | |
| 0.0018 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.7089 | 1 | 0.1% | |
| 0.684 | 1 | 0.1% | |
| 0.6763 | 1 | 0.1% | |
| 0.6454 | 1 | 0.1% |
| Distinct count | 2000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151992.9275 |
|---|---|
| Minimum | 58 |
| Maximum | 307196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 16797.25 |
| Q1 | 76054.5 |
| median | 151315 |
| Q3 | 228503.25 |
| 95-th percentile | 290470.9 |
| Maximum | 307196 |
| Range | 307138 |
| Interquartile range (IQR) | 152448.75 |
Descriptive statistics
| Standard deviation | 88363.6468 |
|---|---|
| Coefficient of variation (CV) | 0.5813668324 |
| Kurtosis | -1.191558644 |
| Mean | 151992.9275 |
| Median Absolute Deviation (MAD) | 76470.17999 |
| Skewness | 0.03339590274 |
| Sum | 303985855 |
| Variance | 7808134076 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[5.80000e+01 3.07196e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 307196 | 1 | 0.1% | |
| 108552 | 1 | 0.1% | |
| 111922 | 1 | 0.1% | |
| 19763 | 1 | 0.1% | |
| 288052 | 1 | 0.1% | |
| 36151 | 1 | 0.1% | |
| 48064 | 1 | 0.1% | |
| 93499 | 1 | 0.1% | |
| 13630 | 1 | 0.1% | |
| 78705 | 1 | 0.1% | |
| Other values (1990) | 1990 | 99.5% |
| Value | Count | Frequency (%) | |
| 58 | 1 | 0.1% | |
| 316 | 1 | 0.1% | |
| 480 | 1 | 0.1% | |
| 518 | 1 | 0.1% | |
| 532 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 307196 | 1 | 0.1% | |
| 307118 | 1 | 0.1% | |
| 306907 | 1 | 0.1% | |
| 306788 | 1 | 0.1% | |
| 306714 | 1 | 0.1% |
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 1024 |
| Missing (%) | 51.2% |
| Memory size | 15.8 KiB |
| Panel | |
|---|---|
| Stone, brick | |
| Block | 70 |
| Wooden | 31 |
| Mixed | 15 |
| Other values (2) | 19 |
| Value | Count | Frequency (%) | |
| Panel | 460 | 23.0% | |
| Stone, brick | 381 | 19.1% | |
| Block | 70 | 3.5% | |
| Wooden | 31 | 1.6% | |
| Mixed | 15 | 0.8% | |
| Monolithic | 11 | 0.5% | |
| Others | 8 | 0.4% | |
| (Missing) | 1024 | 51.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 12 |
|---|---|
| Mean length | 5.3565 |
| Min length | 3 |
WEEKDAY_APPR_PROCESS_START
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| MONDAY | |
|---|---|
| WEDNESDAY | |
| TUESDAY | |
| FRIDAY | |
| THURSDAY | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| MONDAY | 349 | 17.4% | |
| WEDNESDAY | 345 | 17.2% | |
| TUESDAY | 336 | 16.8% | |
| FRIDAY | 318 | 15.9% | |
| THURSDAY | 316 | 15.8% | |
| SATURDAY | 233 | 11.7% | |
| SUNDAY | 103 | 5.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 9 |
|---|---|
| Mean length | 7.2345 |
| Min length | 6 |
| Distinct count | 85 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 985 |
| Missing (%) | 49.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9767462068965517 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9697 |
| Q1 | 0.9771 |
| median | 0.9821 |
| Q3 | 0.9871 |
| 95-th percentile | 0.996 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 0.07090988519 |
|---|---|
| Coefficient of variation (CV) | 0.07259806559 |
| Kurtosis | 177.7563068 |
| Mean | 0.9767462069 |
| Median Absolute Deviation (MAD) | 0.01285580431 |
| Skewness | -13.22895246 |
| Sum | 991.3974 |
| Variance | 0.005028211817 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.9816 | 34 | 1.7% | |
| 0.9871 | 31 | 1.6% | |
| 0.9866 | 30 | 1.5% | |
| 0.9851 | 30 | 1.5% | |
| 0.9876 | 29 | 1.5% | |
| 0.9786 | 28 | 1.4% | |
| 0.9831 | 27 | 1.4% | |
| 0.9836 | 26 | 1.3% | |
| 0.9776 | 26 | 1.3% | |
| 0.9806 | 26 | 1.3% | |
| Other values (74) | 728 | 36.4% | |
| (Missing) | 985 | 49.2% |
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.2% | |
| 0.4903 | 1 | 0.1% | |
| 0.9454 | 1 | 0.1% | |
| 0.9483 | 1 | 0.1% | |
| 0.9518 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9995 | 2 | 0.1% | |
| 0.999 | 10 | 0.5% | |
| 0.9985 | 9 | 0.4% | |
| 0.998 | 9 | 0.4% |
| Distinct count | 84 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 985 |
| Missing (%) | 49.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9767405911330048 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.97005 |
| Q1 | 0.9771 |
| median | 0.9821 |
| Q3 | 0.9871 |
| 95-th percentile | 0.996 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 0.07090930443 |
|---|---|
| Coefficient of variation (CV) | 0.0725978884 |
| Kurtosis | 177.758023 |
| Mean | 0.9767405911 |
| Median Absolute Deviation (MAD) | 0.01284454619 |
| Skewness | -13.22902684 |
| Sum | 991.3917 |
| Variance | 0.005028129455 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.9816 | 33 | 1.7% | |
| 0.9871 | 33 | 1.7% | |
| 0.9866 | 30 | 1.5% | |
| 0.9851 | 30 | 1.5% | |
| 0.9786 | 29 | 1.5% | |
| 0.9801 | 27 | 1.4% | |
| 0.9831 | 27 | 1.4% | |
| 0.9796 | 26 | 1.3% | |
| 0.9776 | 26 | 1.3% | |
| 0.9876 | 26 | 1.3% | |
| Other values (73) | 728 | 36.4% | |
| (Missing) | 985 | 49.2% |
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.2% | |
| 0.4903 | 1 | 0.1% | |
| 0.9454 | 1 | 0.1% | |
| 0.9483 | 1 | 0.1% | |
| 0.9518 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9995 | 3 | 0.1% | |
| 0.999 | 9 | 0.4% | |
| 0.9985 | 9 | 0.4% | |
| 0.998 | 9 | 0.4% |
| Distinct count | 87 |
|---|---|
| Unique (%) | 4.3% |
| Missing | 985 |
| Missing (%) | 49.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9760068965517241 |
|---|---|
| Minimum | 0.0005 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.0005 |
|---|---|
| 5-th percentile | 0.9692 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9871 |
| 95-th percentile | 0.996 |
| Maximum | 1 |
| Range | 0.9995 |
| Interquartile range (IQR) | 0.0104 |
Descriptive statistics
| Standard deviation | 0.07569160016 |
|---|---|
| Coefficient of variation (CV) | 0.07755232102 |
| Kurtosis | 161.2072897 |
| Mean | 0.9760068966 |
| Median Absolute Deviation (MAD) | 0.01367907593 |
| Skewness | -12.68917772 |
| Sum | 990.647 |
| Variance | 0.005729218335 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.9871 | 33 | 1.7% | |
| 0.9816 | 33 | 1.7% | |
| 0.9866 | 31 | 1.6% | |
| 0.9851 | 30 | 1.5% | |
| 0.9786 | 27 | 1.4% | |
| 0.9861 | 27 | 1.4% | |
| 0.9836 | 27 | 1.4% | |
| 0.9777 | 27 | 1.4% | |
| 0.9881 | 26 | 1.3% | |
| 0.9801 | 26 | 1.3% | |
| Other values (76) | 728 | 36.4% | |
| (Missing) | 985 | 49.2% |
| Value | Count | Frequency (%) | |
| 0.0005 | 6 | 0.3% | |
| 0.9429 | 1 | 0.1% | |
| 0.9454 | 1 | 0.1% | |
| 0.9484 | 1 | 0.1% | |
| 0.9518 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9995 | 2 | 0.1% | |
| 0.999 | 9 | 0.4% | |
| 0.9985 | 9 | 0.4% | |
| 0.998 | 9 | 0.4% |
| Distinct count | 76 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 1333 |
| Missing (%) | 66.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7564845577211394 |
|---|---|
| Minimum | 0.2248 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.2248 |
|---|---|
| 5-th percentile | 0.6056 |
| Q1 | 0.694 |
| median | 0.762 |
| Q3 | 0.8232 |
| 95-th percentile | 0.9524 |
| Maximum | 1 |
| Range | 0.7752 |
| Interquartile range (IQR) | 0.1292 |
Descriptive statistics
| Standard deviation | 0.1050462311 |
|---|---|
| Coefficient of variation (CV) | 0.1388610383 |
| Kurtosis | 1.555056757 |
| Mean | 0.7564845577 |
| Median Absolute Deviation (MAD) | 0.08100291803 |
| Skewness | -0.3742693813 |
| Sum | 504.5752 |
| Variance | 0.01103471068 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.8232 | 24 | 1.2% | |
| 0.83 | 23 | 1.1% | |
| 0.7484 | 23 | 1.1% | |
| 0.8164 | 20 | 1.0% | |
| 0.796 | 19 | 0.9% | |
| 0.8096 | 18 | 0.9% | |
| 0.7212 | 18 | 0.9% | |
| 0.7688 | 18 | 0.9% | |
| 0.762 | 18 | 0.9% | |
| 0.694 | 18 | 0.9% | |
| Other values (65) | 468 | 23.4% | |
| (Missing) | 1333 | 66.6% |
| Value | Count | Frequency (%) | |
| 0.2248 | 1 | 0.1% | |
| 0.3404 | 2 | 0.1% | |
| 0.4152 | 1 | 0.1% | |
| 0.422 | 1 | 0.1% | |
| 0.4492 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9932 | 2 | 0.1% | |
| 0.9864 | 7 | 0.4% | |
| 0.9796 | 6 | 0.3% | |
| 0.9728 | 7 | 0.4% |
| Distinct count | 76 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 1333 |
| Missing (%) | 66.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7594604197901049 |
|---|---|
| Minimum | 0.2352 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.2352 |
|---|---|
| 5-th percentile | 0.6109 |
| Q1 | 0.6981 |
| median | 0.7585 |
| Q3 | 0.8256 |
| 95-th percentile | 0.953 |
| Maximum | 1 |
| Range | 0.7648 |
| Interquartile range (IQR) | 0.1275 |
Descriptive statistics
| Standard deviation | 0.1034760611 |
|---|---|
| Coefficient of variation (CV) | 0.1362494455 |
| Kurtosis | 1.545558791 |
| Mean | 0.7594604198 |
| Median Absolute Deviation (MAD) | 0.08002812657 |
| Skewness | -0.3501906484 |
| Sum | 506.5601 |
| Variance | 0.01070729522 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.8256 | 26 | 1.3% | |
| 0.7518 | 21 | 1.1% | |
| 0.7987 | 20 | 1.0% | |
| 0.6981 | 19 | 0.9% | |
| 0.8189 | 19 | 0.9% | |
| 0.7249 | 19 | 0.9% | |
| 0.8323 | 19 | 0.9% | |
| 0.8121 | 18 | 0.9% | |
| 0.7652 | 18 | 0.9% | |
| 0.8054 | 18 | 0.9% | |
| Other values (65) | 470 | 23.5% | |
| (Missing) | 1333 | 66.6% |
| Value | Count | Frequency (%) | |
| 0.2352 | 1 | 0.1% | |
| 0.3492 | 2 | 0.1% | |
| 0.423 | 1 | 0.1% | |
| 0.4297 | 1 | 0.1% | |
| 0.4566 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9933 | 3 | 0.1% | |
| 0.9866 | 6 | 0.3% | |
| 0.9799 | 6 | 0.3% | |
| 0.9732 | 7 | 0.4% |
| Distinct count | 80 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 1333 |
| Missing (%) | 66.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7632413793103449 |
|---|---|
| Minimum | 0.2486 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.2486 |
|---|---|
| 5-th percentile | 0.6145 |
| Q1 | 0.6994 |
| median | 0.7648 |
| Q3 | 0.8301 |
| 95-th percentile | 0.9543 |
| Maximum | 1 |
| Range | 0.7514 |
| Interquartile range (IQR) | 0.1307 |
Descriptive statistics
| Standard deviation | 0.1032746753 |
|---|---|
| Coefficient of variation (CV) | 0.1353106345 |
| Kurtosis | 2.091696664 |
| Mean | 0.7632413793 |
| Median Absolute Deviation (MAD) | 0.07913209947 |
| Skewness | -0.4967703723 |
| Sum | 509.082 |
| Variance | 0.01066565856 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.8301 | 24 | 1.2% | |
| 0.7583 | 23 | 1.1% | |
| 0.706 | 21 | 1.1% | |
| 0.8236 | 21 | 1.1% | |
| 0.804 | 20 | 1.0% | |
| 0.7256 | 20 | 1.0% | |
| 0.8171 | 20 | 1.0% | |
| 0.8105 | 19 | 0.9% | |
| 0.7387 | 18 | 0.9% | |
| 0.7321 | 18 | 0.9% | |
| Other values (69) | 463 | 23.2% | |
| (Missing) | 1333 | 66.6% |
| Value | Count | Frequency (%) | |
| 0.2486 | 1 | 0.1% | |
| 0.2552 | 1 | 0.1% | |
| 0.3662 | 2 | 0.1% | |
| 0.4381 | 1 | 0.1% | |
| 0.4446 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.9935 | 2 | 0.1% | |
| 0.9869 | 6 | 0.3% | |
| 0.9804 | 6 | 0.3% | |
| 0.9739 | 7 | 0.4% |
First rows
| AMT_ANNUITY | AMT_CREDIT | AMT_GOODS_PRICE | AMT_INCOME_TOTAL | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_YEAR | APARTMENTS_AVG | APARTMENTS_MEDI | APARTMENTS_MODE | BASEMENTAREA_AVG | BASEMENTAREA_MEDI | BASEMENTAREA_MODE | CNT_CHILDREN | CNT_FAM_MEMBERS | CODE_GENDER | COMMONAREA_AVG | COMMONAREA_MEDI | COMMONAREA_MODE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_ID_PUBLISH | DAYS_LAST_PHONE_CHANGE | DAYS_REGISTRATION | DEF_30_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | ELEVATORS_AVG | ELEVATORS_MEDI | ELEVATORS_MODE | EMERGENCYSTATE_MODE | ENTRANCES_AVG | ENTRANCES_MEDI | ENTRANCES_MODE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | FLAG_CONT_MOBILE | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_EMAIL | FLAG_EMP_PHONE | FLAG_MOBIL | FLAG_OWN_CAR | FLAG_OWN_REALTY | FLAG_PHONE | FLAG_WORK_PHONE | FLOORSMAX_AVG | FLOORSMAX_MEDI | FLOORSMAX_MODE | FLOORSMIN_AVG | FLOORSMIN_MEDI | FLOORSMIN_MODE | FONDKAPREMONT_MODE | HOUR_APPR_PROCESS_START | HOUSETYPE_MODE | LANDAREA_AVG | LANDAREA_MEDI | LANDAREA_MODE | LIVE_CITY_NOT_WORK_CITY | LIVE_REGION_NOT_WORK_REGION | LIVINGAPARTMENTS_AVG | LIVINGAPARTMENTS_MEDI | LIVINGAPARTMENTS_MODE | LIVINGAREA_AVG | LIVINGAREA_MEDI | LIVINGAREA_MODE | NAME_CONTRACT_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | NAME_INCOME_TYPE | NAME_TYPE_SUITE | NONLIVINGAPARTMENTS_AVG | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_AVG | NONLIVINGAREA_MEDI | NONLIVINGAREA_MODE | OBS_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | OCCUPATION_TYPE | ORGANIZATION_TYPE | OWN_CAR_AGE | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | REGION_POPULATION_RELATIVE | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | SK_ID_CURR | TARGET | TOTALAREA_MODE | Unnamed_0 | WALLSMATERIAL_MODE | WEEKDAY_APPR_PROCESS_START | YEARS_BEGINEXPLUATATION_AVG | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_AVG | YEARS_BUILD_MEDI | YEARS_BUILD_MODE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 27148.5 | 263686.5 | 238500.0 | 90000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 2.0 | M | NaN | NaN | NaN | -19202 | -6789 | -2730 | -1842.0 | -5.0 | 0.0 | 0.0 | NaN | NaN | NaN | No | NaN | NaN | NaN | 0.467451 | 0.800564 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Y | Y | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 13 | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Married | House / apartment | Working | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | Drivers | Self-employed | 8.0 | 0 | 0 | 0 | 0 | 0.004849 | 2 | 2 | 316796 | 0 | 0.0459 | 187009 | NaN | WEDNESDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 20020.5 | 454500.0 | 454500.0 | 121500.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0948 | 0.0958 | 0.0966 | 0.1162 | 0.1162 | 0.1206 | 0 | 2.0 | F | NaN | NaN | NaN | -23316 | 365243 | -4405 | -542.0 | -15282.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0000 | No | 0.2069 | 0.2069 | 0.2069 | NaN | 0.696631 | 0.529890 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | N | N | 1 | 0 | 0.1667 | 0.1667 | 0.1667 | 0.2083 | 0.2083 | 0.2083 | reg oper account | 11 | block of flats | 0.0465 | 0.0473 | 0.0475 | 0 | 0 | 0.0748 | 0.0761 | 0.0817 | 0.0860 | 0.0875 | 0.0896 | Cash loans | Secondary / secondary special | Married | House / apartment | Pensioner | Family | 0.0116 | 0.0116 | 0.0117 | 0.0141 | 0.0144 | 0.0149 | 1.0 | 1.0 | NaN | XNA | NaN | 0 | 0 | 0 | 0 | 0.006207 | 2 | 2 | 186528 | 0 | 0.0797 | 74613 | Panel | TUESDAY | 0.9786 | 0.9786 | 0.9786 | 0.7076 | 0.7115 | 0.7190 |
| 2 | 31590.0 | 742500.0 | 742500.0 | 180000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 0.1124 | 0.1135 | 0.1145 | 0.1184 | 0.1184 | 0.1229 | 0 | 2.0 | F | 0.0000 | 0.0000 | 0.0000 | -16671 | -370 | -197 | -1664.0 | -8390.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0000 | No | 0.2759 | 0.2759 | 0.2759 | 0.546426 | 0.566477 | 0.260856 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | Y | 0 | 0 | 0.1667 | 0.1667 | 0.1667 | 0.2083 | 0.2083 | 0.2083 | reg oper account | 14 | block of flats | 0.0762 | 0.0775 | 0.0779 | 0 | 0 | 0.0916 | 0.0932 | 0.1001 | 0.1063 | 0.1082 | 0.1108 | Cash loans | Secondary / secondary special | Married | House / apartment | Working | Unaccompanied | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0 | 1.0 | Laborers | Industry: type 3 | NaN | 0 | 0 | 0 | 0 | 0.018209 | 3 | 3 | 303231 | 0 | 0.0836 | 175379 | Panel | FRIDAY | 0.9796 | 0.9796 | 0.9796 | 0.7212 | 0.7249 | 0.7321 |
| 3 | 15021.0 | 188478.0 | 166500.0 | 180000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1 | 3.0 | M | NaN | NaN | NaN | -14328 | -2449 | -3050 | -795.0 | -2483.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.722091 | 0.358951 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | Y | 1 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 17 | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Civil marriage | House / apartment | Working | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | Low-skill Laborers | Business Entity Type 3 | NaN | 1 | 1 | 0 | 0 | 0.030755 | 2 | 2 | 182429 | 0 | NaN | 71072 | NaN | MONDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 9000.0 | 180000.0 | 180000.0 | 90000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.3309 | 0.3341 | 0.3372 | 0.2049 | 0.2049 | 0.2126 | 0 | 1.0 | F | 0.1283 | 0.1291 | 0.1294 | -8126 | -155 | -786 | 0.0 | -7219.0 | 0.0 | 0.0 | 0.36 | 0.36 | 0.3625 | No | 0.3103 | 0.3103 | 0.3103 | NaN | 0.350816 | 0.150085 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | N | 1 | 0 | 0.3333 | 0.3333 | 0.3333 | 0.3750 | 0.3750 | 0.3750 | reg oper account | 13 | block of flats | 0.8004 | 0.8144 | 0.8187 | 0 | 0 | 0.2673 | 0.2719 | 0.2920 | 0.3513 | 0.3576 | 0.3660 | Revolving loans | Incomplete higher | Single / not married | House / apartment | Commercial associate | Unaccompanied | 0.0077 | 0.0078 | 0.0078 | 0.1130 | 0.1153 | 0.1196 | 0.0 | 0.0 | Core staff | Bank | NaN | 0 | 0 | 0 | 0 | 0.015221 | 2 | 2 | 100614 | 0 | 0.3045 | 532 | Panel | FRIDAY | 0.9856 | 0.9856 | 0.9856 | 0.8028 | 0.8054 | 0.8105 |
| 5 | 17748.0 | 640764.0 | 459000.0 | 112500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 2.0 | M | NaN | NaN | NaN | -16256 | -7313 | -4988 | 0.0 | -4913.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.223684 | 0.758393 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | Y | N | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9 | NaN | NaN | NaN | NaN | 1 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Married | House / apartment | Working | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | 1.0 | Core staff | Agriculture | 16.0 | 0 | 1 | 0 | 0 | 0.019101 | 2 | 2 | 193156 | 0 | NaN | 80353 | NaN | TUESDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 32971.5 | 605439.0 | 481500.0 | 225000.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0866 | 0.0874 | 0.0882 | 0.0815 | 0.0815 | 0.0845 | 2 | 4.0 | M | 0.0137 | 0.0138 | 0.0139 | -13092 | -1029 | -765 | -599.0 | -905.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0000 | No | 0.1724 | 0.1724 | 0.1724 | 0.352113 | 0.249667 | 0.282248 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | Y | Y | 0 | 0 | 0.1667 | 0.1667 | 0.1667 | 0.2083 | 0.2083 | 0.2083 | not specified | 12 | block of flats | 0.0375 | 0.0381 | 0.0383 | 0 | 0 | 0.0656 | 0.0667 | 0.0716 | 0.0689 | 0.0701 | 0.0718 | Cash loans | Higher education | Married | House / apartment | State servant | Unaccompanied | 0.0232 | 0.0233 | 0.0233 | 0.0989 | 0.1010 | 0.1047 | 0.0 | 0.0 | High skill tech staff | Military | 7.0 | 0 | 0 | 0 | 0 | 0.024610 | 2 | 2 | 357827 | 0 | 0.0757 | 222587 | Panel | FRIDAY | 0.9796 | 0.9796 | 0.9796 | 0.7212 | 0.7249 | 0.7321 |
| 7 | 17077.5 | 331920.0 | 225000.0 | 121500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1 | 3.0 | F | NaN | NaN | NaN | -13166 | -3646 | -3891 | -499.0 | -4946.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.443162 | 0.737025 | 0.415347 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | Y | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12 | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Married | House / apartment | State servant | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | Medicine staff | Medicine | NaN | 1 | 1 | 0 | 0 | 0.030755 | 2 | 2 | 167483 | 0 | NaN | 58214 | NaN | SATURDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 30091.5 | 906615.0 | 688500.0 | 112500.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 2.0 | F | NaN | NaN | NaN | -17546 | -2167 | -1085 | -1131.0 | -1729.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.521244 | 0.339288 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | N | Y | 1 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9 | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Married | House / apartment | State servant | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | NaN | Other | NaN | 0 | 0 | 0 | 0 | 0.035792 | 2 | 2 | 316858 | 0 | NaN | 187063 | NaN | FRIDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 13500.0 | 270000.0 | 270000.0 | 180000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0052 | 0.0052 | 0.0053 | 0.0000 | 0.0000 | 0.0000 | 0 | 2.0 | F | 0.0000 | 0.0000 | 0.0000 | -8975 | -1548 | -1113 | -504.0 | -5888.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0000 | No | 0.0345 | 0.0345 | 0.0345 | NaN | 0.509978 | 0.255332 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | Y | 0 | 0 | 0.0417 | 0.0417 | 0.0417 | 0.0833 | 0.0833 | 0.0833 | reg oper account | 14 | block of flats | 0.0084 | 0.0085 | 0.0086 | 1 | 0 | 0.0042 | 0.0043 | 0.0046 | 0.0037 | 0.0037 | 0.0038 | Revolving loans | Secondary / secondary special | Married | House / apartment | Commercial associate | Unaccompanied | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0 | 0.0 | Medicine staff | Medicine | NaN | 1 | 1 | 0 | 0 | 0.018634 | 2 | 2 | 185834 | 0 | 0.0030 | 74016 | Wooden | THURSDAY | 0.9518 | 0.9518 | 0.9518 | 0.3404 | 0.3492 | 0.3662 |
Last rows
| AMT_ANNUITY | AMT_CREDIT | AMT_GOODS_PRICE | AMT_INCOME_TOTAL | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_YEAR | APARTMENTS_AVG | APARTMENTS_MEDI | APARTMENTS_MODE | BASEMENTAREA_AVG | BASEMENTAREA_MEDI | BASEMENTAREA_MODE | CNT_CHILDREN | CNT_FAM_MEMBERS | CODE_GENDER | COMMONAREA_AVG | COMMONAREA_MEDI | COMMONAREA_MODE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_ID_PUBLISH | DAYS_LAST_PHONE_CHANGE | DAYS_REGISTRATION | DEF_30_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | ELEVATORS_AVG | ELEVATORS_MEDI | ELEVATORS_MODE | EMERGENCYSTATE_MODE | ENTRANCES_AVG | ENTRANCES_MEDI | ENTRANCES_MODE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | FLAG_CONT_MOBILE | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_EMAIL | FLAG_EMP_PHONE | FLAG_MOBIL | FLAG_OWN_CAR | FLAG_OWN_REALTY | FLAG_PHONE | FLAG_WORK_PHONE | FLOORSMAX_AVG | FLOORSMAX_MEDI | FLOORSMAX_MODE | FLOORSMIN_AVG | FLOORSMIN_MEDI | FLOORSMIN_MODE | FONDKAPREMONT_MODE | HOUR_APPR_PROCESS_START | HOUSETYPE_MODE | LANDAREA_AVG | LANDAREA_MEDI | LANDAREA_MODE | LIVE_CITY_NOT_WORK_CITY | LIVE_REGION_NOT_WORK_REGION | LIVINGAPARTMENTS_AVG | LIVINGAPARTMENTS_MEDI | LIVINGAPARTMENTS_MODE | LIVINGAREA_AVG | LIVINGAREA_MEDI | LIVINGAREA_MODE | NAME_CONTRACT_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | NAME_INCOME_TYPE | NAME_TYPE_SUITE | NONLIVINGAPARTMENTS_AVG | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_AVG | NONLIVINGAREA_MEDI | NONLIVINGAREA_MODE | OBS_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | OCCUPATION_TYPE | ORGANIZATION_TYPE | OWN_CAR_AGE | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | REGION_POPULATION_RELATIVE | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | SK_ID_CURR | TARGET | TOTALAREA_MODE | Unnamed_0 | WALLSMATERIAL_MODE | WEEKDAY_APPR_PROCESS_START | YEARS_BEGINEXPLUATATION_AVG | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_AVG | YEARS_BUILD_MEDI | YEARS_BUILD_MODE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1990 | 9526.5 | 170640.0 | 135000.0 | 60750.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 | 3.0 | F | NaN | NaN | NaN | -16601 | -463 | -155 | -29.0 | -4587.0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.495634 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | N | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 13 | NaN | NaN | NaN | NaN | 1 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Married | House / apartment | Working | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 6.0 | Core staff | Other | NaN | 0 | 1 | 0 | 0 | 0.018850 | 2 | 2 | 119081 | 0 | NaN | 16360 | NaN | THURSDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 1991 | 38839.5 | 835380.0 | 675000.0 | 360000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 0.1237 | 0.1249 | 0.1261 | 0.1250 | 0.1250 | 0.1297 | 1 | 3.0 | M | 0.2382 | 0.2398 | 0.2404 | -11163 | -950 | -2902 | -1167.0 | -2793.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0000 | No | 0.2069 | 0.2069 | 0.2069 | 0.458278 | 0.009336 | 0.294083 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | Y | N | 0 | 0 | 0.1667 | 0.1667 | 0.1667 | 0.2083 | 0.2083 | 0.2083 | reg oper account | 18 | block of flats | 0.0224 | 0.0228 | 0.0229 | 0 | 1 | 0.1009 | 0.1026 | 0.1102 | 0.0991 | 0.1009 | 0.1032 | Cash loans | Higher education | Married | House / apartment | Commercial associate | Children | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0 | 0.0 | NaN | Business Entity Type 3 | 6.0 | 0 | 0 | 0 | 1 | 0.072508 | 1 | 1 | 390849 | 0 | 0.0779 | 251367 | Stone, brick | FRIDAY | 0.9747 | 0.9747 | 0.9747 | 0.6532 | 0.6578 | 0.6668 |
| 1992 | 44280.0 | 1509948.0 | 1318500.0 | 180000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 0.0732 | 0.0739 | 0.0746 | NaN | NaN | NaN | 0 | 2.0 | M | NaN | NaN | NaN | -18781 | -5906 | -2328 | -1764.0 | -9120.0 | 0.0 | 0.0 | 0.08 | 0.08 | 0.0806 | No | 0.0690 | 0.0690 | 0.0690 | NaN | 0.372810 | 0.450747 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | Y | 0 | 0 | 0.3333 | 0.3333 | 0.3333 | NaN | NaN | NaN | NaN | 19 | block of flats | NaN | NaN | NaN | 1 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Civil marriage | House / apartment | Commercial associate | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | Drivers | Business Entity Type 3 | NaN | 1 | 1 | 0 | 0 | 0.046220 | 1 | 1 | 177066 | 0 | 0.0619 | 66451 | Stone, brick | MONDAY | 0.9816 | 0.9816 | 0.9816 | NaN | NaN | NaN |
| 1993 | 62698.5 | 1800000.0 | 1800000.0 | 315000.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 | NaN | NaN | NaN | 0.0818 | 0.0818 | 0.0849 | 0 | 2.0 | F | NaN | NaN | NaN | -19121 | -3505 | -762 | -147.0 | -6908.0 | 0.0 | 0.0 | NaN | NaN | NaN | No | 0.1379 | 0.1379 | 0.1379 | NaN | 0.075201 | 0.307737 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | N | N | 1 | 1 | 0.1667 | 0.1667 | 0.1667 | NaN | NaN | NaN | NaN | 9 | block of flats | NaN | NaN | NaN | 1 | 1 | NaN | NaN | NaN | 0.0700 | 0.0713 | 0.0730 | Cash loans | Secondary / secondary special | Married | Municipal apartment | State servant | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | Realty agents | Business Entity Type 3 | NaN | 0 | 1 | 0 | 1 | 0.072508 | 1 | 1 | 203219 | 0 | 0.0551 | 88900 | Block | FRIDAY | 0.9767 | 0.9767 | 0.9767 | NaN | NaN | NaN |
| 1994 | 25942.5 | 706221.0 | 589500.0 | 135000.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 1.0 | F | NaN | NaN | NaN | -14747 | -1929 | -4960 | -918.0 | -4960.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.262258 | 0.551381 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | Y | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7 | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Widow | House / apartment | Working | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | 5.0 | Medicine staff | Medicine | NaN | 0 | 0 | 0 | 0 | 0.031329 | 2 | 2 | 141468 | 0 | NaN | 35804 | NaN | TUESDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 1995 | 20250.0 | 405000.0 | NaN | 135000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2062 | 0.2082 | 0.2101 | 0.1342 | 0.1342 | 0.1393 | 1 | 3.0 | F | 0.0307 | 0.0309 | 0.0309 | -10363 | -1861 | -2964 | -740.0 | -4926.0 | 0.0 | 0.0 | 0.20 | 0.20 | 0.2014 | No | 0.1724 | 0.1724 | 0.1724 | NaN | 0.695052 | 0.272134 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | N | Y | 1 | 1 | 0.3750 | 0.3750 | 0.3750 | 0.4167 | 0.4167 | 0.4167 | reg oper spec account | 16 | block of flats | 0.0767 | 0.0781 | 0.0785 | 0 | 0 | 0.1681 | 0.1710 | 0.1837 | 0.2155 | 0.2194 | 0.2246 | Revolving loans | Higher education | Married | House / apartment | Working | NaN | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0 | 0.0 | NaN | Business Entity Type 3 | NaN | 0 | 0 | 0 | 0 | 0.030755 | 2 | 2 | 231576 | 0 | 0.1695 | 113449 | Stone, brick | MONDAY | 0.9906 | 0.9906 | 0.9906 | 0.8708 | 0.8725 | 0.8759 |
| 1996 | 10039.5 | 225000.0 | 225000.0 | 112500.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 5.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 2.0 | M | NaN | NaN | NaN | -21490 | -3142 | -4527 | -563.0 | -13325.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.493447 | 0.191822 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | Y | Y | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12 | NaN | NaN | NaN | NaN | 1 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | Cash loans | Secondary / secondary special | Married | House / apartment | Working | Unaccompanied | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | Laborers | Business Entity Type 3 | 18.0 | 0 | 1 | 0 | 0 | 0.015221 | 2 | 2 | 239410 | 0 | NaN | 120226 | NaN | SATURDAY | NaN | NaN | NaN | NaN | NaN | NaN |
| 1997 | 10575.0 | 135000.0 | 135000.0 | 202500.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 3.0 | 0.0732 | 0.0739 | 0.0746 | 0.0383 | 0.0383 | 0.0397 | 2 | 4.0 | M | 0.0000 | 0.0000 | 0.0000 | -9959 | -2308 | -2618 | -942.0 | -993.0 | 0.0 | 0.0 | 0.04 | 0.04 | 0.0403 | No | 0.0345 | 0.0345 | 0.0345 | 0.357914 | 0.501626 | 0.391055 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | N | N | 1 | 0 | 0.3333 | 0.3333 | 0.3333 | 0.3750 | 0.3750 | 0.3750 | reg oper account | 11 | block of flats | 0.0615 | 0.0626 | 0.0629 | 0 | 0 | 0.0597 | 0.0607 | 0.0652 | 0.0690 | 0.0702 | 0.0719 | Cash loans | Higher education | Married | House / apartment | Working | Unaccompanied | 0.0077 | 0.0078 | 0.0078 | 0.0067 | 0.0068 | 0.0070 | 2.0 | 2.0 | Core staff | Trade: type 2 | NaN | 0 | 0 | 0 | 0 | 0.025164 | 2 | 2 | 348206 | 0 | 0.0612 | 214195 | Stone, brick | MONDAY | 0.9866 | 0.9866 | 0.9866 | 0.8164 | 0.8189 | 0.8236 |
| 1998 | 23697.0 | 254700.0 | 225000.0 | 135000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6443 | 0.6506 | 0.6565 | 0.2230 | 0.2230 | 0.2314 | 0 | 1.0 | F | NaN | NaN | NaN | -21127 | -6802 | -4553 | -106.0 | -297.0 | 2.0 | 1.0 | 0.00 | 0.00 | 0.0000 | No | 0.2759 | 0.2759 | 0.2759 | NaN | 0.546408 | 0.492060 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | N | 0 | 0 | 0.1667 | 0.1667 | 0.1667 | NaN | NaN | NaN | NaN | 9 | block of flats | 0.2249 | 0.2288 | 0.2301 | 0 | 0 | NaN | NaN | NaN | 0.1893 | 0.1927 | 0.1972 | Cash loans | Secondary / secondary special | Single / not married | House / apartment | Commercial associate | NaN | NaN | NaN | NaN | 0.0950 | 0.0969 | 0.1005 | 3.0 | 3.0 | NaN | Transport: type 2 | NaN | 0 | 0 | 0 | 0 | 0.031329 | 2 | 2 | 368515 | 0 | 0.1731 | 231823 | Stone, brick | THURSDAY | 0.9836 | 0.9836 | 0.9836 | NaN | NaN | NaN |
| 1999 | 21375.0 | 314100.0 | 225000.0 | 90000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0.0825 | 0.0833 | 0.0840 | 0.0000 | 0.0000 | 0.0000 | 1 | 2.0 | F | 0.0329 | 0.0331 | 0.0332 | -12849 | -1230 | -5349 | 0.0 | -6898.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0000 | No | 0.1379 | 0.1379 | 0.1379 | NaN | 0.586325 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | N | Y | 1 | 0 | 0.1667 | 0.1667 | 0.1667 | 0.2083 | 0.2083 | 0.2083 | reg oper spec account | 16 | block of flats | 0.0569 | 0.0579 | 0.0582 | 0 | 0 | 0.0664 | 0.0676 | 0.0725 | 0.0471 | 0.0479 | 0.0490 | Cash loans | Secondary / secondary special | Single / not married | House / apartment | Commercial associate | Unaccompanied | 0.0039 | 0.0039 | 0.0039 | 0.0022 | 0.0022 | 0.0023 | 2.0 | 2.0 | High skill tech staff | Self-employed | NaN | 0 | 0 | 0 | 0 | 0.046220 | 1 | 1 | 304105 | 0 | 0.0555 | 176140 | Panel | FRIDAY | 0.9776 | 0.9776 | 0.9777 | 0.6940 | 0.6981 | 0.7060 |